PingPong-128, A New Stream Cipher for Ubiquitous Application

Size: px
Start display at page:

Download "PingPong-128, A New Stream Cipher for Ubiquitous Application"

Transcription

1 2007 Interntionl Conference on Convergence Informtion Technology PingPong-128, A New Strem Cipher for Uiquitous Appliction HoonJe Lee, Kevin Chen Dept. Informtion Network Eng., Dongseo University, Busn, Kore ISI, Queensln Univ. of Technology, Brisne, Austrli E-mil: hlee@ongseo.c.kr, chenk@isrc.qut.eu.u Astrct The PingPong fmily of keystrem genertor is se on the LM-type summtion genertor. A mutulclock-control mechnism is e to the LM-type summtion genertor to provie security enhncement. PingPong-128, specific cipher from the PingPong fmily, is propose. It tkes 128-it key n 128-it initilistion vector, hs 257 its of internl stte, n chieves security level of 128 its. In this pper, we present the security nlysis of PingPong-128, incluing the resistnce to known ttcks ginst the summtion genertor n other clock-controlle genertors. 1. Introuction The two sic methos for encrypting text into ciphertext re strem n lock ciphers. Strem ciphers (s the nme suggests) encrypt text it-y-it n re firly rre with only few exmples in commercil pplictions such s RC4 [1]. The vntge of strem cipher is tht it is fster n much more efficient thn lock ciphers. For exmple, RC4 is close to twice s fst s the nerest lock cipher n cn e written in 30 lines of coe wheres the typicl lock cipher lgorithm tkes severl hunre lines of coe, mking them iel for Internet pplictions like SSL were spee n efficiency is more vlule [2]. The summtion genertor [3] ws propose in 1985, n correltion ttcks on it were pulishe in [4, 5]. In [6], fst correltion ttck on the summtion genertor is escrie. The LM genertor [7] ws propose in 2000 s n improvement to the summtion genertor. The propose improvement is the ition of n extr memory it to the comining function. The summtion genertor succums to rnge of ivie n conquer ttcks, from the strightforwr ivie n conquer ttck escrie in [5, 8], to correltion n fst correltion ttck in [4, 5] n [6], respectively. In this pper, we propose new genertor, PingPong, se on the summtion genertor, with the ition of mutul clock control structure. The purpose of the mutul clock control structure is to introuce irregulr clocking of the unerlying LFSRs thus implicitly incresing the nonlinerity of the output keystrem. In other wors, The PingPong genertor is clock controlle genertor. It is se on the LM genertor [7], which is moifiction of summtion genertor [3] se on two liner feeck shift registers (LFSRs). We emonstrte tht the moifiction efets the known ttcks ginst the summtion genertor, n other ttcks such s ttcks on irregulrly clocke keystrem genertors. An initilistion n rekeying process for the PingPong genertor is lso efine. The PingPong genertor extens the LM genertor through the use of irregulrly clocke unerlying shift registers. 2. Summtion-like Genertor 2.1. Description of the Summtion Genertor Fig. 1. Summtion Genertor(r 2) The summtion genertor uses r regulrly clocke inry LFSRs n Log 2 n its of crry. The LM genertor is se on summtion genertor with r 2. Denote the two LFSRs L 1 n L 2, respectively, n the crry it is enote y c. At time, enote the output of L 1 s, the output of L 2 s, n the output of f c s c, s shown in fig. 1. The initil stte of the crry it, /07 $ IEEE DOI /ICCIT

2 c -1, is efine to e 0. At time, the output of the function f is the keystrem it, n is enote y. The outputs of functions f c n f t time re efine s: c f ) c (1) c ( 1 (2) f c Cryptnlysis of the Summtion Genertor There re severl wys to recover the initil stte of the summtion genertor. A simple pproch is the ivie n conquer ttck [5]. Alterntively, fst correltion ttck [6] coul e performe Description of the LM Genertor recover the initil stte of the LM genertor. The ttcking lgorithm is given elow[14]: 1. Guess the initil stte of L n crry its c 1 n 1 2. Set 0 3. Clculte, it of R, using eqution 2 n the known keystrem it 4. Clculte c using eqution 1 n the clculte 5. Clculte using eqution 3 n the clculte 6. Increment, if < k then goto step 3 7. Initilise the LM genertor with the guesse initil stte of L n the clculte initil sttes L, c n 1, n n 1 8. Prouce cnite keystrem sequence { } k n { } k n n compre with oserve keystrem sequence 9. If { } k n { } k n n re ienticl, then the correct initil sttes of L n L re successfully recovere, else go to step 1 Fig. 2. LM Genertor(r 2) The LM genertor, shown in fig. 2 is very similr to the summtion genertor, in tht L, L n c re efine in exctly the sme wy. Another it of memory,, is e to the comining function, in n ttempt to overcome some of the pulishe ttcks on the summtion genertor. The crry it, c, is efine y eqution 1, ienticl to the summtion genertor. The itionl memory it is clculte y the function f n the output function f is chnge to inclue. The vlue of -1 is efine to e 0. f ) (3) ( 1 (4) f c Cryptnlysis of the LM Genertor Due to the similrity in construction etween the summtion genertor n the LM genertor, similr lgorithms cn e use to ttck oth genertors. These re outline elow[14]. Divie n Conquer Attck The ttck on the summtion genertor given in [5] cn e pte to Fig.3. Fst Correltion Attck Moel for the LM Genertor This ttck requires exhustive serch of m+2 its, tht is, the sie of L n the crry it c n the memory it, to recover the initil sttes of oth registers, tht is, the m+n its of initil stte. Uner this ttck, the ition of offers only one extr it of security over the summtion genertor. Fst Correltion Attck The LM genertor cn e moelle s the moulo-two sum of two LFSRs, plus some inry noise, s shown in fig. 3, where e is the noise n is the output keystrem it. For the LM genertor, the noise is provie y the moulo-two sum of the crry it c n the memory it. The two memory its re highly correlte, with P(c ) Therefore, moelling the LM genertor this wy, the noise level is This is significnt evition 1894

3 from 0.5, n mkes the LM genertor vulnerle to fst correltion ttck, similr to the fst correltion ttck on the summtion genertor. Tle 1. Distriution of c n c 1 1 c in the LM Genertor The crry it, c, n the memory it,, re ienticl with proility of 0.75, s shown in Tle 1. Recll tht the output of the LM genertor is efine s c 1 1 ( ) ( c Since c 0 is true with proility 0.75, is lso true with proility This cn e exploite in fst correltion ttck to recover the initil sttes of the LM genertor [7]. 3. PingPong Genertor 3.1. Description of the PingPong Genertor ) Propose PingPong fmily genertors re simple, esy to implement in hrwre n in softwre, n high secure. PingPong fmily in fig.4 is hyri genertor, comining the LM genertor (improve summtion genertor) with high secure clockcontrolle genertor. LFSR A is clock-controlle y function f, it hs rnom integer output. An LFSR B is clock-controlle y function f, it lso hs rnom output. Two clock-controlle functions give multiple clock to the other LFSR. It mkes tht the output shoul e more unpreictle. Pingpong Fmily genertor outputs, c n c from ech LFSR outputs n, previous crry c -1 n previous memory -1 s in fig.4. f y (5) 1 f f (,, 1 ) ( ) 1 Fig.4. PingPong Fmily Genertor (6) where (y) is the output sequence of summtion genertor, () the output sequence of LFSR 1, () the output sequence of LFSR 2, (c) crry sequence, c -1 0 crry initilition vlue, () memory sequences, -1 0 memory initilition vlue PingPong-128 In this Section, we escrie in etil PingPong-128, n instnce from the PingPong fmily of strem ciphers. It hs two mutully clocking LFSRs n single memory it. The LFSRs re of lengths 127 its n 129 its. Together with the memory it they give PingPong-128 n internl stte of 257 its. PingPong- 128 tkes 128-it key n 128-it initilistion vector to fill the internl stte. Keystrem Genertion The PingPong genertor prouces the output keystrem y comining the LFSR sequences n the memory sequence. PingPong-128 hs two mutully clocking LFSRs L n L, n 1895

4 single it of memory c. Two primitive polynomils, P (x) n P (x) re following: p p 127 ( x) x 55 x 23 x 1 x 1 ( x) x x x x Fig. 5. PingPong-128 Genertor Two clock-control functions, f (L ) n f (L ), n the output keystrem it n memory it c t time re efine to e ienticl to the summtion genertor: f ( L ) 2L 42 ( t) + L85( t) (7) f ( L ) 2L 43 ( t) + L86( t) (8) (9) y (10) f (,, 1 ) ( ) Clock Control For PingPong-128, oth LFSRs re irregulrly clocke, with ech register controlling the clocking of the other. Two tps re tken from L to clculte vlue in the rnge , n L is clocke 1 to 4 times ccoring to this vlue. Similrly, vlue is clculte from two tps tken from L to clock L. The clock control is clculte y ove two functions, f A n f B. This clocking scheme cn e pplie to the PingPong fmily of keystrem genertors with n unerlying LFSRs, where L is use to clock L +1 n L 1 is clocke y L n. Key Loing n Rekeying In some communiction systems, errors occur which require tht the entire messge e resent. When synchronous strem cipher is use, then security requires tht ifferent keystrem sequence e use. To chieve this, the rekeying of strem cipher shoul inclue metho for reinitilistion using oth the secret key n n itionl initilistion vector which is sent in the cler, or otherwise pulicly known. We now escrie propose metho for the initil key loing n for the rekeying of PingPong-128. For PingPong-128, oth k n iv hve length of 128 its, n together they fill 257 its of internl stte. The initilistion process cn lso e use for rekeying. The process to generte the initil stte for the keystrem genertor uses the genertor itself twice. The strting stte of L is otine simply y XORing the two 128-it inry strings of the key, k, n iv, tht is, L (k iv)mo The strting stte of 129 its for L is otine y consiering the 128-it key, emee in 129-it wor n shifte 1 it to the left, n XORing tht with the initilistion vector emee in 129-it wor with leing ero, tht is, L (k<<1) (0 iv). Now the cipher is run to prouce n output string of length 257 its. For the secon itertion of the cipher, the first 128 its of this output string re use to form the initil stte of L, n the remining 129 its re use to form the initil stte of L. The cipher is run secon time to prouce n output string of length 257 its. The output from this secon ppliction is use to form the initil stte of the keystrem genertor when we egin keystrem prouction. As previously, the first 128 its form the initil stte of L, n the remining 129 its form the initil stte of L. It is very unlikely tht either LFSR will e initilise with the ll ero stte. By employing the PingPong lgorithm itself, we tke vntge of oth the known security properties of the lgorithm n lso its fst implementtion. Due to the high security of PingPong we conclue tht the est ttck in the rekeying scenrio is exhustive key serch. Implementtion Issue Both LFSRs in PingPong-128 use the Glois implementtion rther thn the Fioncci implementtion. This is esign ecision se on the softwre performnce of the implementtion. It is oserve tht the Glois implementtion is much more efficient in softwre thn the Fioncci, lthough oth implementtions re eqully efficient in hrwre. It is worth noting tht these two implementtions give ifferent output sequences with the sme initil LFSR sttes, therefore it is essentil to specify the style of implementtion. 4. Anlysis of the PingPong Genertor In this Section, we present the keystrem properties of the PingPong genertor se on empiricl results.we lso show the resistnce of the PingPong genertor to known ttcks. 1896

5 4.1. Keystrem Properties There re three sic requirements for the pseuornom inry sequences: long perio, high liner complexity, n goo sttisticl properties. Long perio vois the keystrem to e reuse when encrypting long messges. High liner complexity prevents ttcks using the Berlekmp-Mssey lgorithm [12]. Goo sttisticl properties gur ginst ttcks exploiting the ises in the keystrem. Experiments hve een one on severl instnces from the PingPong fmily of keystrem genertors to oserve the keystrem properties of PingPong. Ech instnce of PingPong hs pir of LFSRs of ifferent lengths. For ech pir, we use numer of ifferent feeck polynomils n took clocking tps from vrious stges of the registers. It ws oserve tht the choice of feeck polynomils n clocking tp position i not influence the keystrem properties. For ech pir of LFSR lengths, 50 rnom initil sttes were use to run the experiment. The results of the experiments vrie wiely, for exmple, for register lengths 9 n 10, the liner complexity vrie etween 400 n 822. The lowest resulting liner complexity n shortest perio of the experiments re tulte in Tle 2. Tle 2. PingPong Keystrem Properties Register Lengths Liner Complexity Perio 5, 6 5, 7 6, 7 7, 8 8, 9 9, 10 10, 11 11, 13 13, From the empiricl results, we erive the following equtions for clculting the minimum liner complexity n perio. Denote the sum of register lengths n, the lower oun of the liner complexity LC cn e expresse s ( n 11) / ( n 11) / 2 LC Similrly, the perio P cn e expresse s ( n 11) / ( n 11) / P For PingPong-128, n 256, the lower oun of the liner complexity is therefore 4.6 (256 / 2 LC ) n the Perio P is 4.6 (256 / P The esign strength of PingPong-128 is It is therefore resistnt ginst ttcks se on sic keystrem properties such s liner complexity n perio Time Memory Treoff Attck The oective of time-memory treoff ttcks is to recover the internl stte t known time. The ttcks re conucte in two stges. During preprocessing phse, the cryptnlyst constructs lookup tle, mpping possile internl sttes to prefixes of the corresponing output keystrems. In the rel time phse of the ttck, the cryptnlyst tkes segment of known keystrem n tries to fin the corresponing internl stte, y serching through the lookup tle. Let S, M, T, P n D enote the crinlity of the internl stte spce, the memory(in inry wors of sie equl to log 2 S), the computtionl time (in tle lookups), the pre-computtion time (in tle lookups), n the mount of t (without re-keying, this is the length of known keystrem), respectively. For the time-memory ttcks escrie in [15] T M S, P M n D T. For exmple, treoff coul e use. Therefore PingPong-256 with 256-it of internl stte cn only hve 128 its of security. The more generl time-memory-t treoff[16] sserts tht T M2 D2 S2, P S/D, D2 T. This ecreses D t the cost of incresing P. For exmple, one my choose M D S 1/3 n T P S 2/3, ut for PingPong-256, with S 256, this gives M D n T P , clerly etter thn exhustive key serch Mutul Irregulr Clocking of LFSRs In this section we consier two LFSRs tht clock ech other in n irregulr fshion. Let L n L e the two LFSRs with primitive polynomils n length len n len respectively. When clocke utonomously they prouce m-sequences with perio 2 len 1 n len 2 1 for ny non-ero initil stte. Now consier the cycle structure for the sitution where they clock ech other using two its from ech register to select from 1, 2, 3 or 4 clock cycles for the other register to otin the next stte. This is the generl moel for the PingPong structure. 1897

6 Let L e clocke step cycles y the its L [c1] n L [c2] n similrly L is clocke step cycles y L [c3] n L [c4]. The clocking positions c i re fixe y the lgorithm specifiction, n lso step 2 L[ c1] + L [ c2] step 2 L[ c3] + L[ c4] Clerly step n step re in the set {1,2,3,4}. Now efine the cumultive clocking vlues An similrly Then the stte of the system t time t is given y Now consier how Evolves into Any stte coul hve up to four precursor sttes, corresponing to step in {1,2,3,4}. Consier the precursor stte ssocite with setp i, then we hve SUM [ t 1] + i SUM [ t] Clerly there must lso e some vlue for step. Noting tht the vlues for i n re specifie y the its in the registers t time t 1. Clerly, in orer to otin stte from the previous stte with clocking of (i,), we must hve oth i step 2 L[ SUM [ t 1]][ c1] + L[ SUM [ t 1]][ c2] An Where oth An SUM [ t] SUM [ t] t i 0 t i 0 step [ i] Given ny stte, there re 16 its (4 its fter ech of the 4 clocking tps) tht coul hve influence the progression to tht stte. Four checks of the ove expressions gives the mens to etermine how mny precursor sttes exist. Note tht there will e sttes tht step [ i] [ L [ SUM [ t]], L [ SUM [ t]]] [ L [ SUM [ t 1]], L [ SUM [ t 1]]] [ L [ SUM [ t]], L [ SUM [ t]]] [ L [ SUM [ t]], L [ SUM [ t]]] setp 2 L [ SUM L [ SUM [ t 1]][ c3] + [ t 1]][ c4] SUM [ t 1] + i SUM [ t] SUM [ t 1] + SUM [ t] re unrechle (the hve no precursor sttes), n these re the sttes tht exist s the strts of trils leing to cycles. The next-stte igrm is more comprle to tht of rnom functions, rther thn rnom iections. Although more precise work nees to e one in the nlysis n security comprison of the PingPong style structure, it seems cler tht it oes not prouce the sme qulity stte sequences s n LFSR of the sme sie. 5. Conclusion In this pper, we hve propose PingPong, genertor se on the summtion genertor with mutul clock control structure. It efets known ttcks ginst the summtion genertor n other clock controlle keystrem genertors. 6. Acknowlegement This reserch ws supporte y University IT Reserch Center Proect, n y the Progrm for Trining of Grute Stuents in Regionl Innovtion. 7. References [1] A.J. Menees, P.C. Oorschot n S.A. Vnstone, Hnook of Applie Cryptogrphy, CRC Press, [2] Weush Morgn Securities - Inustril Report, Access Mngement/Internet Security Inustry, on Fe. 28, [3] R. A. Rueppel, Correltion Immunity n the Summtion Genertor, Avnces in Cryptology, Proceeings of CRYPTO 85, pp , [4] W. Meier n O. Stffelch, Correltion Properties of Cominers with Memory in Strem Ciphers, Avnces in Cryptology, Proceeings of EUROCRYPT90, pp , [5] E. Dwson, Cryptnlysis of Summtion Genertor, Avnces in Cryptology - AUSCRYPT 92, Lecture Notes in Computer Science, Springer-Verlg, pp , [6] J. Golic, n M. Slmsieh n E. Dwson, Fst Correltion Attcks on the Summtion Genertor, Journl of Cryptology, Vol. 13, No. 2, pp , [7] Hoone Lee, Snge Moon, On An Improve Summtion Genertor with 2-Bit Memory, Signl Processing, 80(1), pp , Jn [8] T. Siegenthler, Design of Cominers to Prevent Divie n Conquer Attcks, Avnces in Cryptology, Proceeings of CRYPTO 85, pp , [9] R. A. Rueppel, Anlysis n Design of Strem Ciphers, Springer-Verlg,

7 [10] W. Meier n O. Stffelch, Correltion Properties of Cominers with Memory in Strem Ciphers, Journl of Cryptology, Vol. 5, pp , [11] A. Clrk, E. Dwson, J. Fuller, J. Golic, Hoon-Je Lee, W. Milln, Sng-Je Moon, L. Simpson, The LILI-II Keystrem Genertor, LNCS 2384, pp.25-39, Jul (ACISP 2002). [12] J. L. Mssey, Shift-Register Synthesis n BCH Decoing, IEEE Trns. on Infor. Theo., Vol. IT-15, No. 1, pp , Jn [13] R. A. Rueppel n O. J. Stfflech, Proucts of Liner Recurring Sequences with Mximum Complexity, IEEE Trns. on Infor. Theo., Vol. IT-33, No. 1, pp , Jn [14] Kevin Chen, E.Dwson, etc. Security Anlysis of the LM Genertor, Report, Aug [15] S. Bge, Improve exhustive serch ttcks on strem ciphers, Europen Convention on Security n Detection, Vol. 408, pp , My [16] A. Biryikov n A. Shmir, Cryptnlytic Time/Memory/Dt Treoffs for Strem Ciphers, Avnces in Cryptology, Proceeings of ASIACRYPT00, LNCS 1976, pp.1-13,

Contents TRIGONOMETRIC METHODS PROBABILITY DISTRIBUTIONS

Contents TRIGONOMETRIC METHODS PROBABILITY DISTRIBUTIONS ontents UNIT 7 TRIGONOMETRI METHODS Lesson 1 Trigonometric Functions................... 462 1 onnecting ngle Mesures nd Liner Mesures.............. 463 2 Mesuring Without Mesuring.........................

More information

Open Access Regression Analysis-based Chinese Olympic Games Competitive Sports Strength Evaluation Model Research

Open Access Regression Analysis-based Chinese Olympic Games Competitive Sports Strength Evaluation Model Research Send Orders for Reprints to reprints@benthmscience.e The Open Cybernetics & Systemics Journl, 05, 9, 79-735 79 Open Access Regression Anlysis-bsed Chinese Olympic Gmes Competitive Sports Strength Evlution

More information

INVESTIGATION 2. What s the Angle?

INVESTIGATION 2. What s the Angle? INVESTIGATION 2 Wht s the Angle? In the previous investigtion, you lerned tht when the rigidity property of tringles is comined with the ility to djust the length of side, the opportunities for useful

More information

Performance Comparison of Dynamic Voltage Scaling Algorithms for Hard Real-Time Systems

Performance Comparison of Dynamic Voltage Scaling Algorithms for Hard Real-Time Systems Performnce Comprison of Dynmic Voltge Scling Algorithms for Hrd Rel-Time Systems Woonseok Kim Λ Dongkun Shin y Hn-Sem Yun y Jihong Kim y Sng Lyul Min Λ School of Computer Science nd Engineering Seoul Ntionl

More information

The Pythagorean Theorem and Its Converse Is That Right?

The Pythagorean Theorem and Its Converse Is That Right? The Pythgoren Theorem nd Its Converse Is Tht Right? SUGGESTED LEARNING STRATEGIES: Activting Prior Knowledge, Mrking the Text, Shred Reding, Summrize/Prphrse/Retell ACTIVITY 3.6 How did Pythgors get theorem

More information

CS 188: Artificial Intelligence Spring Announcements

CS 188: Artificial Intelligence Spring Announcements CS 188: Artificil Intelligence Spring 2011 Lecture 19: Dynmic Byes Nets, Nïve Byes 4/6/2011 Pieter Aeel UC Berkeley Slides dpted from Dn Klein. Announcements W4 out, due next week Mondy P4 out, due next

More information

Data Compression. Reduces storage space and hence storage cost. Compression ratio = original data size /

Data Compression. Reduces storage space and hence storage cost. Compression ratio = original data size / Dt Compression Reduce the size of dt. Reduces storge spce nd hence storge cost. Compression rtio = originl dt size / compressed dt size Reduces time to trnsmit nd retrieve dt. Reduces the storge requirement.

More information

Working Paper: Reversal Patterns

Working Paper: Reversal Patterns Remember to welcome ll ides in trding. AND remember to reserve your opinion until you hve independently vlidted the ide! Working Pper: Reversl Ptterns Working Pper In this pper I wnt to review nd (hopefully)

More information

A Measurement Framework for National Key Performance Measures

A Measurement Framework for National Key Performance Measures MINISTERIAL COUNCIL ON EDUCATION, EMPLOYMENT, TRAINING AND YOUTH AFFAIRS Performnce Mesurement nd Reporting Tskforce Working for qulity eduction outcomes A Mesurement Frmework for Ntionl Key Performnce

More information

2014 WHEAT PROTEIN RESPONSE TO NITROGEN

2014 WHEAT PROTEIN RESPONSE TO NITROGEN 2014 WHEAT PROTEIN RESPONSE TO NITROGEN Aron Wlters, Coopertor Ryford Schulze, Coopertor Dniel Hthcot, Extension Progrm Specilist Dr. Clrk Neely, Extension Stte Smll Grins Specilist Ryn Collett, Extension

More information

Fino Installation Instructions

Fino Installation Instructions Fino nstlltion nstrutions #1500154- Rev C Fino nstlltion nstrutions A Light Fixture Trnsformer Qty: 0 or 1 1 C Prts Rotting Mgneti Mounts Qty: 3 or 6 2 D Fixe Mgneti Mounts Qty: 4 or 8 2 E Rotting Woo

More information

Renewable Energy xxx (2011) 1e10. Contents lists available at SciVerse ScienceDirect. Renewable Energy

Renewable Energy xxx (2011) 1e10. Contents lists available at SciVerse ScienceDirect. Renewable Energy Renewle Energy xxx () e Contents lists ville t SciVerse ScienceDirect Renewle Energy journl homepge: www.elsevier.com/locte/renene Wke effect in wind frm performnce: Stedy-stte nd dynmic ehvior F. González-Longtt

More information

APPLICATION OF POLISH CALCIUM SORBENTS IN CARBONATE LOOPING

APPLICATION OF POLISH CALCIUM SORBENTS IN CARBONATE LOOPING Physicochem. Probl. Miner. Process. 49(), 203, 20 www.minproc.pwr.wroc.pl/journl/ Physicochemicl Problems of Minerl Processing ISSN 643-049 (print) ISSN 2084-4735 (online) Received April 3, 202; reviewed;

More information

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. The tennis serve technology based on the AHP evaluation of consistency check

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. The tennis serve technology based on the AHP evaluation of consistency check [Type text] [Type text] [Type text] ISSN : 097-7 Volume 0 Issue 0 BioTechnology 0 An Indin Journl FULL PAPER BTAIJ, 0(0), 0 [-7] The tennis serve technology bsed on the AHP evlution of consistency check

More information

AHP-based tennis service technical evaluation consistency test

AHP-based tennis service technical evaluation consistency test Avilble online.jocpr.com Journl of Chemicl nd Phrmceuticl Reserch, 0, ():7-79 Reserch Article ISSN : 097-78 CODEN(USA) : JCPRC AHP-bsed tennis service technicl evlution consistency test Mio Zhng Deprtment

More information

Announcements. CS 188: Artificial Intelligence Spring Today. P4: Ghostbusters. Exact Inference in DBNs. Dynamic Bayes Nets (DBNs)

Announcements. CS 188: Artificial Intelligence Spring Today. P4: Ghostbusters. Exact Inference in DBNs. Dynamic Bayes Nets (DBNs) CS 188: Artificil Intelligence Spring 2010 Lecture 21: DBNs, Viteri, Speech Recognition 4/8/2010 Written 6 due tonight Project 4 up! Due 4/15 strt erly! Announcements Course contest updte Plnning to post

More information

Data Compression. Lossless And Lossy Compression. Text Compression. Lossless And Lossy Compression. Lossless compression is essential.

Data Compression. Lossless And Lossy Compression. Text Compression. Lossless And Lossy Compression. Lossless compression is essential. Dt Compression Lossless And Lossy Compression Reduce the size of dt. ƒ Reduces storge spce nd hence storge cost. Compression rtio = originl dt size/compressed dt size ƒ Reduces time to retrieve nd trnsmit

More information

TECHNICAL BULLETINApril 2016

TECHNICAL BULLETINApril 2016 SYN-86 TECHNICAL BULLETINApril 216 Synovex One-Feedlot Implnts in Feedlot Steers: Phse IIIB Studies in Nersk nd Texs Zoetis Florhm Prk, NJ 7932 Summry Two Phse IIIB studies 1,2 were conducted in feedlot

More information

Grade 6. Mathematics. Student Booklet SPRING 2011 RELEASED ASSESSMENT QUESTIONS. Record your answers on the Multiple-Choice Answer Sheet.

Grade 6. Mathematics. Student Booklet SPRING 2011 RELEASED ASSESSMENT QUESTIONS. Record your answers on the Multiple-Choice Answer Sheet. Grde 6 Assessment of Reding, Writing nd Mthemtics, Junior Division Student Booklet Mthemtics SPRING 211 RELEASED ASSESSMENT QUESTIONS Record your nswers on the Multiple-Choice Answer Sheet. Plese note:

More information

Chp. 3_4 Trigonometry.notebook. October 01, Warm Up. Pythagorean Triples. Verifying a Pythagorean Triple... Pythagorean Theorem

Chp. 3_4 Trigonometry.notebook. October 01, Warm Up. Pythagorean Triples. Verifying a Pythagorean Triple... Pythagorean Theorem Chp. 3_4 Trigonometry.noteook Wrm Up Determine the mesure of the vrile in ech of the following digrms: x + 2 x x 5 x + 3 Pythgoren Theorem - is fundmentl reltionship mongst the sides on RIGHT tringle.

More information

PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS?

PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS? - 7 - PRESSURE LOSSES DUE TO THE LEAKAGE IN THE AIR DUCTS - A SAFETY PROBLEM FOR TUNNEL USERS? Pucher Krl, Grz Uniersity of Technology, Austri E-Mil: pucherk.drtech@gmx.t Pucher Robert, Uniersity of Applied

More information

Data Compression. Reduce the size of data. Reduces time to retrieve and transmit data. Compression ratio = original data size/compressed data size

Data Compression. Reduce the size of data. Reduces time to retrieve and transmit data. Compression ratio = original data size/compressed data size Dt Compression Reduce the size of dt. Reduces storge spce nd hence storge cost. Compression rtio = originl dt size/compressed dt size Reduces time to retrieve nd trnsmit dt. Lossless And Lossy Compression

More information

CS 253: Algorithms. LZW Data Compression

CS 253: Algorithms. LZW Data Compression CS : Algorithms LZW Dt Compression Dt Compression Reduce the size of dt Reduces storge spce nd hence storge cost. Reduces time to retrieve nd trnsmit dt. Compression rtio = originl dt size / compressed

More information

CHAPTER 4. Surface Root-zone Water Content and Bentgrass Water Stress. During Drydown for Selected Putting Green Construction.

CHAPTER 4. Surface Root-zone Water Content and Bentgrass Water Stress. During Drydown for Selected Putting Green Construction. CHAPTER 4 Surfce Root-zone Wter Content nd Bentgrss Wter Stress During Drydown for Selected Putting Green Construction Systems ABSTRACT Creeping entgrss, cool-seson grss used extensively in golf courses

More information

First Aid in School Policy

First Aid in School Policy First Aid in School Policy Approved y the Governing Body of West Monkton Church of Englnd Primry School: Reviewed y Governors nd Agreed: Septemer 2017 At West Monkton we im to e n inspirtionl community,

More information

The development of a truck concept to allow improved direct vision of vulnerable road users by drivers

The development of a truck concept to allow improved direct vision of vulnerable road users by drivers Loughorough University Institutionl Repository The development of truck concept to llow improved direct vision of vulnerle rod users y drivers This item ws sumitted to Loughorough University's Institutionl

More information

IGF Research Project N Safer High Heels

IGF Research Project N Safer High Heels IGF Reserch Project 17868 N Sfer High Heels Survivl of compnies in the fshion nd sesonlly dependent sectors such s the footwer industry depends upon their ility to implement the ltest trends. Shoe ottoms

More information

Apply the Law of Sines. You solved right triangles. You will solve triangles that have no right angle.

Apply the Law of Sines. You solved right triangles. You will solve triangles that have no right angle. 13.5 pply te Lw of Sines TEKS.1,.4, 2.4.; P.3.E efore Now You solved rigt tringles. You will solve tringles tt ve no rigt ngle. Wy? So you n find te distne etween frwy ojets, s in Ex. 44. Key Voulry lw

More information

Flow Divider / Combiner Cartridge Valves

Flow Divider / Combiner Cartridge Valves Flow Divier / Cominer Vlves Type Pge Divie Only 9 Divier / Cominer, Close Centre 95 Synhronizing Divier / Cominer 96 Divier / Cominer, Close Centre, High 97 Int l Shortut Ctlogue #999-901-1 9 Flow Divier

More information

Chapter 5. Triangles and Vectors

Chapter 5. Triangles and Vectors www.ck12.org Chpter 5. Tringles nd Vectors 5.3 The Lw of Sines Lerning Objectives Understnd how both forms of the Lw of Sines re obtined. Apply the Lw of Sines when you know two ngles nd non-included side

More information

Bicycle wheel and swivel chair

Bicycle wheel and swivel chair Aim: To show conservtion of ngulr momentum. To clrify the vector chrcteristics of ngulr momentum. (In this demonstrtion especilly the direction of ngulr momentum is importnt.) Subjects: Digrm: 1Q40 (Conservtion

More information

Integration of modelling and monitoring to optimize network control: two case studies from Lisbon

Integration of modelling and monitoring to optimize network control: two case studies from Lisbon Aville online t www.sciencedirect.com ScienceDirect Procedi Engineering 70 ( 2014 ) 555 562 12th Interntionl Conference on Computing nd Control for the Wter Industry, CCWI2013 Integrtion of modelling nd

More information

ERRATA for Guide for the Development of Bicycle Facilities, 4th Edition (GBF-4)

ERRATA for Guide for the Development of Bicycle Facilities, 4th Edition (GBF-4) Dvid Bernhrdt, P.E., President Commissioner, Mine Deprtment of Trnsporttion Bud Wright, Executive Director 444 North Cpitol Street NW, Suite 249, Wshington, DC 20001 (202) 624-5800 Fx: (202) 624-5806 www.trnsporttion.org

More information

UNCORRECTED PROOF. Materials and methods

UNCORRECTED PROOF. Materials and methods Exp rin Res (26) DOI.7/s22-6-456-2 3 RESEARCH ARTICLE 4 Giovnni Mirell Pierpolo Pni 5 Mrtin Pre Stefno Ferrin 6 Inhiitory control of reching movements in humns 7 8 Received: August 25 / Accepted: Mrch

More information

S. FURDEAN, D. LALESCU, Sandra Antonia MIHAILOV, A. GROZEA*

S. FURDEAN, D. LALESCU, Sandra Antonia MIHAILOV, A. GROZEA* GROWTH DYNAMIC OF THE MAIN MORPHOLOGICAL TRAITS IN A STERLET (ACIPENSER RUTHENUS) POPULATION REARED INTO RECIRCULATING AQUACULTURE SYSTEM, FROM 2 TO 6 MONTHS OLD S. FURDEAN, D. LALESCU, Sndr Antoni MIHAILOV,

More information

Small Game Hunter Lead Shot Communication Study. Executive Summary. A cooperative study conducted by:

Small Game Hunter Lead Shot Communication Study. Executive Summary. A cooperative study conducted by: 8 Smll Gme Hunter Led Shot Communiction Study Executive Summry A coopertive study conducted y: Minnesot Coopertive Fish nd Wildlife Reserch Unit Minnesot Deprtment of Nturl Resources 9 Smll Gme Hunter

More information

Apply the Pythagorean Theorem

Apply the Pythagorean Theorem 8. Apply the Pythgoren Theorem The Pythgoren theorem is nmed fter the Greek philosopher nd mthemtiin Pythgors (580500 B.C.E.). Although nient texts indite tht different iviliztions understood this property

More information

United States Patent (19)

United States Patent (19) United Sttes Ptent (19) Mobley (11) 45) Ptent Number: Dte of Ptent: Nov. 19, 1991 (54) BICYCLE RACK FORMOUNTING ON A VAN 76 Inventor: Mrk H. Mobley, P.O. Box 636, Norris, Tenn. 37828 21 Appl. No.: 436,492

More information

Workrite Sierra HX & HXL Assembly Instructions for 3-leg Electric Workcenters

Workrite Sierra HX & HXL Assembly Instructions for 3-leg Electric Workcenters Workrite ierr HX & HXL Assemly Instrutions for 3-leg Eletri Workenters #1500216- Rev Workrite ierr HX & HXL Eletri Workenters - Assemly Instrutions for 3-leg les Rer Leg rket* Qty: 2 List of rts, grouped

More information

Exploring Impacts of Countdown Timers on Queue Discharge Characteristics of Through Movement at Signalized Intersections

Exploring Impacts of Countdown Timers on Queue Discharge Characteristics of Through Movement at Signalized Intersections Avilble online t www.sciencedirect.com ScienceDirect Procedi - Socil nd Behviorl Scienc es 96 ( 2013 ) 255 264 13th COTA Interntionl Conference of Trnsporttion Professionls (CICTP 2013) Exploring Impcts

More information

OFFSHORE USE OF FLOATING SHEERLEGS

OFFSHORE USE OF FLOATING SHEERLEGS Proceedings of the ASME 211 3th Interntionl Conference on Ocen, Offshore nd Arctic Engineering OMAE211 June 19-24, 211, Rotterdm, The Netherlnds OMAE211-49394 OFFSHORE USE OF FLOATING SHEERLEGS Vincent

More information

Hot-Air Blowers 12 / / Hot-Air Blowers

Hot-Air Blowers 12 / / Hot-Air Blowers Hot-Air Blowers MISTRAL HOTWIND PREMIUM / HOTWIND SYSTEM MISTRAL Accessories HOTWIND Accessories VULCAN SYSTEM VULCAN SYSTEM Accessories IGNITER BM4/BR4 IGNITER BM4/BR4 Accessories 12 / 13 14 / 15 16 17

More information

Department of Animal and Aquacultural Sciences, Norwegian University of life Science, PO-Box N-1432 Ås, Norway.

Department of Animal and Aquacultural Sciences, Norwegian University of life Science, PO-Box N-1432 Ås, Norway. Presenttion in session H11.5 * The ehviour of horses in different pddock sizes, with nd without exercise G.H.M. Jørgensen * & K.E. Bøe. Deprtment of Animl nd Aquculturl Sciences, Norwegin University of

More information

BASKETBALL SPEED AND AGILITY

BASKETBALL SPEED AND AGILITY SKETLL SPEED ND GILITY Off court Speed and gility Work: ox gility Drills: cone set up 5 yards apart, read and follow description Drill 1 : (1-2-3-4) Sprint around cones, make hard cuts Drill 2: 1-2 Sprint,

More information

In any right-angle triangle the side opposite to the right angle is called the Label the Hypotenuse in each diagram above.

In any right-angle triangle the side opposite to the right angle is called the Label the Hypotenuse in each diagram above. 9 Ademi Mth Dte: Pythgoren Theorem RIGHT ANGLE TRIANGLE - A right tringle is tringle with one 90 0 ngle. For exmple: In ny right-ngle tringle the side opposite to the right ngle is lled the Lbel the Hypotenuse

More information

Lesson 12.1 Right Triangle Trigonometry

Lesson 12.1 Right Triangle Trigonometry Lesson 12.1 Right Tringle Trigonometr 1. For ech of the following right tringles, find the vlues of sin, cos, tn, sin, cos, nd tn. (Write our nswers s frctions in lowest terms.) 2 15 9 10 2 12 2. Drw right

More information

ABSTRACT EXPERIMENTAL METHOD AND MODEL

ABSTRACT EXPERIMENTAL METHOD AND MODEL Proceedings of The Twelfth () Interntionl Offshore nd Polr Engineering Conference Kitkyushu, Jpn, My 31, Copyright by The Interntionl Society of Offshore nd Polr Engineers ISBN 1-53-5-3 (Set); ISSN 19-19

More information

Chapter 4 Group of Volunteers

Chapter 4 Group of Volunteers CHAPTER 4 SAFETY CLEARANCE, FREEBOARD AND DRAUGHT MARKS 4-1 GENERAL 4-1.1 This chpter specifies the minimum freebord for inlnd wterwy vessels. It lso contins requirements concerning the indiction of the

More information

PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES PREPARED BY: WILMINGTON, MA ON UF PERMEATE

PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES PREPARED BY: WILMINGTON, MA ON UF PERMEATE PILOT PROGRAM FOR THE EVALUATION OF NANOFILTRATION MEMBRANES ON UF PERMEATE PREPARED BY: KOCH MEMBRANE SYSTEMS, INC. 850 MAIN STREET WILMINGTON, MA 01887 NANOPILT. D157 INTRODUCTION This progrm will outline

More information

1985 BFS CLINICS. BFS Clinic-Assembly in Kamloops, British Columbia. Westsyde High School. Bob Bridges is the Football Coach.

1985 BFS CLINICS. BFS Clinic-Assembly in Kamloops, British Columbia. Westsyde High School. Bob Bridges is the Football Coach. 1985 BFS CLINICS BFS Clinic-Assembly in Kmloops, British Columbi. Westsyde High School. Bob Bridges is the Footbll Coch. BFS Clinicin Rick Anderson detils BFS Nutrition Progrm t Lke Hvsu High School in

More information

SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Bring to school the 1 st day of class!

SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Bring to school the 1 st day of class! SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Bring to school the st d of clss! This summer ssignment is designed to prepre ou for Functions/Trigonometr. Nothing on the summer ssignment is new. Everthing

More information

Rules of Hockey including explanations. Effective from 1 January 2017

Rules of Hockey including explanations. Effective from 1 January 2017 From 1 Jnury 2017 Rules of Hockey including explntions Effective from 1 Jnury 2017 Copyright FIH 2016 The Interntionl Hockey Federtion Rue du Vlentin 61 CH 1004 Lusnne Switzerlnd Tel. : + 41 21 641 0606

More information

2014 Victorian Shooting Championship

2014 Victorian Shooting Championship 2014 Victorin Shooting Chmpionship VPCI, in conjunction with the Stte Coches nd the Stte Umpires invite ll PFA licensed petnque plyers in the Stte of Victori to tke prt in the 2014 Victorin Shooting Chmpionship.

More information

SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Due September 7 th

SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Due September 7 th SUMMER ASSIGNMENT FOR FUNCTIONS/TRIGONOMETRY Due Septemer 7 th This summer ssignment is designed to prepre ou for Functions/Trigonometr. Nothing on the summer ssignment is new. Everthing is review of topics

More information

Trial Rules for Schutzhund (RSVSchH) and Tracking Trials (RSVFH)

Trial Rules for Schutzhund (RSVSchH) and Tracking Trials (RSVFH) Tril Rules for Schutzhund (RSVSchH) nd Trcking Trils (RSVFH) Version: September, 2016 Abbrevitions CM = Commnd FCI = Fédértion Cynologique Interntionl DH = Dog Hndler HL = Helper IPO = Interntionl FCI

More information

bark bark bat bat Multiple Meaning Words: Kindergarten to Grade 2 More Teaching Tools at harsh sound made by a dog

bark bark bat bat Multiple Meaning Words: Kindergarten to Grade 2 More Teaching Tools at  harsh sound made by a dog the brk the brk bt bt hrsh sound mde by dog Mx, stop brking! outside cover of the trunks, brnches, nd roots of woody plnts The brk of this tree is very rough. club of wood or metl used to hit the bll in

More information

REQUEST FOR COMMENTS

REQUEST FOR COMMENTS REQUEST FOR COMMENTS NEW UNIFORM STNDRD DRWING NUMER 217.S2, "RESIDENTIL CUR ND GUTTER R-TYPE"; MODIFICTIONS TO STNDRD DRWING NUMERS 223, 224, 226.S1, ND 227.S1 The Specifications Subcommittee of the Regional

More information

A Step, Stride and Heading Determination for the Pedestrian Navigation System

A Step, Stride and Heading Determination for the Pedestrian Navigation System Journl of Globl Positioning Systems (2004) Vol. 3,. 1-2: 273-279 A Step, Stride nd Heding Determintion for the Pedestrin Nvigtion System Jeong Won Kim GNSS Technology Reserch Center, Chungnm Ntionl University,

More information

Response by anglers to a differential harvest regulation on three black bass species at Skiatook Lake, Oklahoma

Response by anglers to a differential harvest regulation on three black bass species at Skiatook Lake, Oklahoma 9 Response y nglers to differentil hrvest regultion on three lck ss species t Skitook Lke, Oklhom Jmes M. Long U.S. Geologicl Survey, Oklhom Coopertive Fish nd Wildlife Reserch Unit, Nturl Resource Ecology

More information

Rules of Hockey including explanations. Effective from 1 January 2015

Rules of Hockey including explanations. Effective from 1 January 2015 Rules of Hockey including explntions Effective from 1 Jnury 2015 Copyright FIH 2014 The Interntionl Hockey Federtion Rue du Vlentin 61 CH 1004 Lusnne Switzerlnd Tel. : + 41 21 641 0606 Fx : + 41 21 641

More information

Lesson 2 PRACTICE PROBLEMS Using Trigonometry in Any Triangle

Lesson 2 PRACTICE PROBLEMS Using Trigonometry in Any Triangle Nme: Unit 6 Trigonometri Methods Lesson 2 PRTIE PROLEMS Using Trigonometry in ny Tringle I n utilize the Lw of Sines nd the Lw of osines to solve prolems involving indiret mesurement in non-right tringles.

More information

Coroutines in Propeller Assembly Language

Coroutines in Propeller Assembly Language www.prllxsemiondutor.om sles@prllxsemiondutor.om support@prllxsemiondutor.om phone: 916 632 4664 fx:916 624 8003 pplition Note oroutines in Propeller ssemly Lnguge strt: The multiore P8X32 does not require

More information

1 Measurement. What you will learn. World s largest cylindrical aquarium. Australian Curriculum Measurement and Geometry Using units of measurement

1 Measurement. What you will learn. World s largest cylindrical aquarium. Australian Curriculum Measurement and Geometry Using units of measurement Austrlin Curriulum Mesurement nd Geometry Using units of mesurement hpter 1 Mesurement Wht you will lern 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 Conversion of units Perimeter Cirumferene Are Are of irle Surfe

More information

Name Class Date SAMPLE. Complete the missing numbers in the sequences below. 753, ,982. The area of the shape is approximately cm 2

Name Class Date SAMPLE. Complete the missing numbers in the sequences below. 753, ,982. The area of the shape is approximately cm 2 End of term: TEST A You will need penil. Yer 5 Nme Clss Dte 1 2 Complete the missing numers in the sequenes elow. 200 3926 4926 400 500 700 7926 753,982 553,982 Estimte the re of the shpe elow. The re

More information

PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES

PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES PROTECTION FROM HAND-ARM TRANSMITTED VIBRATION USING ANTIVIBRATON GLOVES VLADO GOGLIA IGOR ĐUKIĆ JOSIP ŢGELA Abstrct There re vrious wys of reducing the helth-hzrds of hnd-trnsmitted vibrtion. One of the

More information

Announcements. CS 188: Artificial Intelligence Spring Announcements II. P4: Ghostbusters 2.0. Today. Dynamic Bayes Nets (DBNs)

Announcements. CS 188: Artificial Intelligence Spring Announcements II. P4: Ghostbusters 2.0. Today. Dynamic Bayes Nets (DBNs) CS 188: Artificil Intelligence Spring 2011 Lecture 19: Dynmic Byes Nets, Nïve Byes 4/6/2011 Announcements W4 out, due next week Mondy P4 out, due next week Fridy Mid-semester survey Pieter Aeel UC Berkeley

More information

CS 188: Artificial Intelligence Spring Announcements

CS 188: Artificial Intelligence Spring Announcements CS 188: Artificil Intelligence Spring 2011 Lecture 19: Dynmic Byes Nets, Nïve Byes 4/6/2011 Pieter Aeel UC Berkeley Slides dpted from Dn Klein. Announcements W4 out, due next week Mondy P4 out, due next

More information

A control strategy for steering an autonomous surface sailing vehicle in a tacking maneuver

A control strategy for steering an autonomous surface sailing vehicle in a tacking maneuver Syansk Universitet A control strategy for steering an autonomous surface sailing vehicle in a tacking maneuver Jouffroy, Jerome Publishe in: Proceeings of the IEEE International Conference on Systems,

More information

Inertial Sensor-Based Methods in Walking Speed Estimation: A Systematic Review

Inertial Sensor-Based Methods in Walking Speed Estimation: A Systematic Review Sensors 2012, 12, 6102-6116; doi:10.3390/s120506102 OPEN ACCESS sensors ISSN 1424-8220 www.mdpi.com/journl/sensors Review Inertil Sensor-Bsed Methods in Wlking Speed Estimtion: A Systemtic Review Shuozhi

More information

Numerical simulations of rip currents off arc-shaped coastlines

Numerical simulations of rip currents off arc-shaped coastlines Act Ocenol. Sin., 1, Vol. 37, No. 3, P. 1 3 DOI: 1.17/s13131-1-1197-1 http://www.hyx.org.cn E-mil: hyxe@3.net Numericl simultions of rip currents off rc-shped costlines WANG Hong 1, 3, ZHU Shouxin *, LI

More information

COMPARISON OF CORIOLIS AND TURBINE TYPE FLOW METERS FOR FUEL MEASUREMENT IN GAS TURBINE TESTING

COMPARISON OF CORIOLIS AND TURBINE TYPE FLOW METERS FOR FUEL MEASUREMENT IN GAS TURBINE TESTING THE AMERICAN SOCIETY OF MECHANICAL ENGINEERS 346 E. 47th St., New York, N.Y. 117 93-GT-7 The Society shll not be responsible for sttements or opinions dvnced in ppers or discussion t meetings of the Society

More information

The infection of tench (Tinca tinca) with Ligula intestinalis plerocercoids in Lake Beysehir (Turkey)

The infection of tench (Tinca tinca) with Ligula intestinalis plerocercoids in Lake Beysehir (Turkey) Bull. Eur. Ass. Fish Pthol., 23(5) 2003, 223 The infection of tench (Tinc tinc) with Ligul intestinlis plerocercoids in Lke Beysehir (Turkey) H. Yvuzcn Yıldız*, A. S. Korkmz nd Ö. Zencir Ankr University,

More information

Turbulence characteristics in offshore wind farms from LES simulations of Lillgrund wind farm Fruh, Wolf-Gerrit; Creech, Angus C.W.; Maguire, A Eoghan

Turbulence characteristics in offshore wind farms from LES simulations of Lillgrund wind farm Fruh, Wolf-Gerrit; Creech, Angus C.W.; Maguire, A Eoghan Heriot-Wtt University Heriot-Wtt University Reserch Gtewy Turulence chrcteristics in offshore wind frms from LES simultions of Lillgrund wind frm Fruh, Wolf-Gerrit; Creech, Angus C.W.; Mguire, A Eoghn

More information

The Discussion of this exercise covers the following points: The open-loop Ziegler-Nichols method. The open-loop Ziegler-Nichols method

The Discussion of this exercise covers the following points: The open-loop Ziegler-Nichols method. The open-loop Ziegler-Nichols method Exercise 6-3 Level Process Control EXERCISE OBJECTIVE In this exercise, you will perform PID control of level process. You will use the open-loop step response method to tune the controller. DISCUSSION

More information

Ruth Foster, M.Ed. Author

Ruth Foster, M.Ed. Author Eitor Eri Migliio Mnging Eitor In Mssler Levin, M.A. Illustrtor Viki Frser Cover Artist Bren DiAntonis Art Proution Mnger Kevin Brnes Imging Jmes Ewr Gre Ros C. See Pulisher Mry D. Smith, M.S. E. Author

More information

MTH 112: Elementary Functions

MTH 112: Elementary Functions 1/14 MTH 112: Elementry Functions Section 8.1: Lw of Sines Lern out olique tringles. Derive the Lw os Sines. Solve tringles. Solve the miguous cse. 8.1:Lw of Sines. 2/14 Solving olique tringles Solving

More information

Small-scale observations of atypical fire spread caused by the interaction of wind, terrain and fire

Small-scale observations of atypical fire spread caused by the interaction of wind, terrain and fire Smll-scle oservtions of typicl fire spred cused y the interction of wind, terrin nd fire Json J. Shrples Applied nd Industril Mthemtics Reserch Group, School of Physicl Environmentl nd Mthemticl Sciences,

More information

Availability of Binaural Cues for Bilateral Implant Recipients and Bimodal Listeners with and without Preserved Hearing in the Implanted Ear

Availability of Binaural Cues for Bilateral Implant Recipients and Bimodal Listeners with and without Preserved Hearing in the Implanted Ear Audiology Neurotology Originl Pper Audiol Neurotol 214;19:57 71 DOI: 1.1159/3557 Received: My 21, 213 Accepted fter revision: Septemer 12, 213 Pulished online: Decemer 19, 213 Avilility of Binurl Cues

More information

Why? DF = 1_ EF = _ AC

Why? DF = 1_ EF = _ AC Similr Tringles Then You solved proportions. (Lesson 2-) Now 1Determine whether two tringles re similr. 2Find the unknown mesures of sides of two similr tringles. Why? Simon needs to mesure the height

More information

Hook-up Checklist for the Ranger PM7000 (EU)

Hook-up Checklist for the Ranger PM7000 (EU) Rnger Hook-up Cheklist for the Rnger (EU) Reserh Limited Reserh Limited Step 1. Estlish type of instlltion (e.g. no. of phses). Step 2. Estlish type of trnsduers (PTs, CTs et.). Step 3. Choose one of the

More information

Available online at ScienceDirect. Procedia Materials Science 8 (2015 )

Available online at   ScienceDirect. Procedia Materials Science 8 (2015 ) Aville online t www.sciencedirect.com ScienceDirect Procedi Mterils Science 8 (2015 ) 914 923 Interntionl Congress of Science nd Technology of Metllurgy nd Mterils, SAM - CONAMET 2013 Effect of Het Input

More information

Lateral Earth Pressure on Lagging in Soldier Pile Wall Systems

Lateral Earth Pressure on Lagging in Soldier Pile Wall Systems Lterl Erth Pressure on Lgging in Soldier Pile Wll Systems Howrd A. Perko, Ph.D, P.E., CTL Thompson, Fort Collins, CO, USA hperko@ctlthompson.com John J Boulden, SGM, Inc., Grnd Junction, CO johnb@sgm-inc.com

More information

PCT MINIMUM DOCUMENTATION

PCT MINIMUM DOCUMENTATION Ref.: PCT Minimum Documenttion pge: 4.1.1 PCT MINIMUM TION INVENTORY S CCORDING TO PCT RULE 34.1 (PERIOD FROM 1920 TO 2000) Explntory Notes 1. On the following pges is given the inventory of ptent documents,

More information

Report. Social Facilitation of Long-Lasting Memory Retrieval in Drosophila

Report. Social Facilitation of Long-Lasting Memory Retrieval in Drosophila Current iology 19, 1654 1659, Octoer 13, 2009 ª2009 Elsevier Ltd ll rights reserved DOI 116/j.cu.2009.08.017 Socil Fcilittion of Long-Lsting Memory Retrievl in Drosophil Report Mrie-nge Chud, 1,2,5 Guillume

More information

PRACTICAL EXPERIENCE WITH THE INTRODUCTION OF HONEYCOMB SHROUD SEALS ON MW SUPERCRITICAL PRESSURE UNITS

PRACTICAL EXPERIENCE WITH THE INTRODUCTION OF HONEYCOMB SHROUD SEALS ON MW SUPERCRITICAL PRESSURE UNITS Power Technology nd Engineering Vol. 7, No. 6, Mrch, 0 PRACTICAL EXPERIENCE WITH THE INTRODUCTION OF HONEYCOMB SHROUD SEALS ON 50 800 MW SUPERCRITICAL PRESSURE UNITS A. S. Lisynskii, V. G. Griin, Yu. A.

More information

EVOLVING GOALKEEPER BEHAVIOURS FOR SIMULATED SOCCER COMPETITION

EVOLVING GOALKEEPER BEHAVIOURS FOR SIMULATED SOCCER COMPETITION Proceeings of the 3r IASTED International Conference on Artificial Intelligence an Applications (AIA 2003 September 8-0, 2003, Benalmáena, Spain EVOLVING GOALKEEPER BEHAVIOURS FOR SIMULATED SOCCER COMPETITION

More information

USA Field Hockey s Modifications to the 2017 FIH Rules of Hockey

USA Field Hockey s Modifications to the 2017 FIH Rules of Hockey USA Field Hockey hs estlished tht the Interntionl Hockey Federtion (FIH) will e the ultimte uthority for rules governing the sport of hockey in the United Sttes. This rule ook is reprinted under the uthority

More information

Available online at ScienceDirect. Energy Procedia 59 (2014 )

Available online at   ScienceDirect. Energy Procedia 59 (2014 ) Aville online t www.sciencedirect.com ScienceDirect Energy Procedi 59 (2014 ) 182 189 Europen Geosciences Union Generl Assemly 2014, EGU 2014 Turulence chrcteristics in offshore wind frms from LES simultions

More information

Unit 6 - Quiz 1. Look at the pictures and write the missing letters. (5x2=10)

Unit 6 - Quiz 1. Look at the pictures and write the missing letters. (5x2=10) Unit 6 - Quiz Nme & Surnme :... Stuent ID Numer :... Shool :... Clss :... Dte :... Result :... A Look t the pitures n write the missing letters. (x=0 i _ i _ r _ h g _ v kk _ e _ g B Mth the wors with

More information

Quantifying Efficacy and Avoidance Behavior by Tawny Mole Crickets (Orthoptera: Gryllotalpidae: Scapteriscus vicinus) to Three Synthetic Insecticides

Quantifying Efficacy and Avoidance Behavior by Tawny Mole Crickets (Orthoptera: Gryllotalpidae: Scapteriscus vicinus) to Three Synthetic Insecticides Quntifying Efficcy nd Avoidnce Behvior y Twny Mole Crickets (Orthopter: Gryllotlpide: Scpteriscus vicinus) to Three Synthetic Insecticides Authors: D. E. Silcox, C. E. Sorenson, nd R. L. Brndenurg Source:

More information

Acoustic measurements of bubbles in the wake of ship model in tank

Acoustic measurements of bubbles in the wake of ship model in tank Acoustic mesurements of bubbles in the wke of ship model in tnk A. Sutin,b, A. Benilov, H.-S. Roh nd Y.I. Nh c Stevens Institute of Technology, Cstle Point on Hudson, Hoboken, NJ 07030, USA b Artnn Lbortories,

More information

Chance. PARAMOUNT LDS 1st & 3rd Ward

Chance. PARAMOUNT LDS 1st & 3rd Ward FRONTIER DISTRICT MERIT BADGE DA Y

More information

Characteristics, Expenditures, and Economic Impact of Resident and Nonresident Hunters and Anglers in North Dakota, , Season and Trends

Characteristics, Expenditures, and Economic Impact of Resident and Nonresident Hunters and Anglers in North Dakota, , Season and Trends Agriculturl Economics Report No. 389 June 1998 Chrcteristics, Expenditures, nd Economic Impct of Resident nd Nonresident Hunters nd Anglers in North Dkot, 1996-97, Seson nd Trends Tin D. Lewis Jy A. Leitch

More information

Dorridge & District Residents Association A Walk From Dorridge to Blythe Valley Nature Reserve

Dorridge & District Residents Association A Walk From Dorridge to Blythe Valley Nature Reserve Dorridge & District Residents Assocition A Wlk From Dorridge to Bly Vlley Nture Reserve This is circulr wlk. It is wlk of round 5 miles from centre of Dorridge, though obviously, those nerer Four Ashes

More information

ANATOMY OF A TRIPOD: Friction Lock (column) 8 Boots / Footwear. Friction Lock (Leg)

ANATOMY OF A TRIPOD: Friction Lock (column) 8 Boots / Footwear. Friction Lock (Leg) IMPORTANT DO NOT USE YOUR TRIPOD UNTIL YOU HAVE READ THESE INSTRUCTIONS. NO WARRANTY CLAIM WILL BE ENTERED INTO FOR THE MISUSE OR INCORRECT USE OF THESE PRODUCTS. ANATOMY OF A TRIPOD: We offer the three

More information

Design and Calibration of Submerged Open Channel Flow Measurement Structures: Part 3 - Cutthroat Flumes

Design and Calibration of Submerged Open Channel Flow Measurement Structures: Part 3 - Cutthroat Flumes Uth Stte University DigitlCommons@USU Reports Uth Wter Reserch Lbortory Jnury 1967 Design nd Clibrtion of Submerged Open Chnnel Flow Mesurement Structures: Prt 3 - Cutthrot Flumes Gylord V. Skogerboe M.

More information

STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS. w : :. 4 Ill. Marc Perlin

STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS. w : :. 4 Ill. Marc Perlin TA7 w : :. 4 Ill l o. CERf ~~4 6 cop MISCELLANEOUS PAPER CERC-84-6 STATISTICAL ANALYSIS OF VISUAL WAVE OBSERVATIONS AND GAGE/RADAR MEASUREMENTS by Mrc Perlin Costl Engineering Reserch Center DEPARTMENT

More information

Skills Practice Skills Practice for Lesson 4.1

Skills Practice Skills Practice for Lesson 4.1 Skills Prctice Skills Prctice for Lesson.1 Nme Dte Interior nd Exterior Angles of Tringle Tringle Sum, Exterior Angle, nd Exterior Angle Inequlity Theorems Vocbulry Write the term tht best completes ech

More information

Recall that the area of a triangle can be found using the sine of one of the angles.

Recall that the area of a triangle can be found using the sine of one of the angles. Nme lss Dte 14.1 Lw of Sines Essentil Question: How n you use trigonometri rtios to find side lengts nd ngle mesures of non-rigt tringles? Resoure Loker Explore Use n re Formul to Derive te Lw of Sines

More information

Right Triangle Trigonometry

Right Triangle Trigonometry ONDENSED LESSON 1.1 Right Tringle Trigonometr In this lesson ou will lern out the trigonometri rtios ssoited with right tringle use trigonometri rtios to find unknown side lengths in right tringle use

More information