POSSIBILITIES OF AND CONSTRAINTS ON THE APPLICATION OF GPS DEVICES IN CONTROLLING ORIENTEERING TRAINING

Similar documents
CHARACTERISTICS OF DIFFERENCES IN ENERGY EXPENDITURE AND HEART RATE DURING INDOOR AND OUTDOOR FIELD HOCKEY MATCHES

Wade Reynolds 1 Frank Young 1,2 Peter Gibbings 1,2. University of Southern Queensland Toowoomba 4350 AUSTRALIA

Spatial Methods for Road Course Measurement

Competitive Performance of Elite Olympic-Distance Triathletes: Reliability and Smallest Worthwhile Enhancement

Analysis of energy systems in Greco-Roman and freestyle wrestlers participated in 2015 and 2016 world championships

that, as a means of progression, walking is suitable for lower speeds

Drilling Efficiency Utilizing Coriolis Flow Technology

Windcube FCR measurements

A Nomogram Of Performances In Endurance Running Based On Logarithmic Model Of Péronnet-Thibault

1) Włodzimierz Starosta, 2) Iwona Dębczyńska-Wróbel, 3) Łukasz Lamcha

REPORT. A comparative study of the mechanical and biomechanical behaviour of natural turf and hybrid turf for the practise of sports

Health + Track Mobile Application using Accelerometer and Gyroscope

STUDY OF PSYCHOMOTOR VARIABLES OF BASKETBALL PLAYERS AT DIFFERENT LEVELS OF COMPETITIONS

The performance preconditions of Czech world junior tennis champions, 14 years and under, girls

ULTRA DISTANCE RUNNING IN VIEW OF HEALTH AND AMATEUR SPORT

THE EFFICIENCY MODEL OF SOCCER PLAYER S ACTIONS IN COOPERATION WITH OTHER TEAM PLAYERS AT THE FIFA WORLD CUP

Basic steps and spatial-temporal dimensions in the process of skills acquisition in alpine skiing

Analysis of Operating Loads on an Aircraft s Vertical Stabilizer on the Basis of Recorded Data

OXYGEN POWER By Jack Daniels, Jimmy Gilbert, 1979

THEORY OF TRAINING, THEORETICAL CONSIDERATIONS WOMEN S RACE WALKING

The validity of a non-differential global positioning system for assessing player movement patterns in field hockey

Kholodova O.S., 2013 doi: /m9.figshare

Introduction. Level 1

A Conceptual Approach for Using the UCF Driving Simulator as a Test Bed for High Risk Locations

Orienteering Canada. This revised document was approved by the Orienteering Canada Board in April 2017 W55+ W65+ W17-20B M17-20B M75+ W75+ W80+ M80+

Robot motion by simultaneously wheel and leg propulsion

Sports training & programs for school groups

#19 MONITORING AND PREDICTING PEDESTRIAN BEHAVIOR USING TRAFFIC CAMERAS

Collision Avoidance System using Common Maritime Information Environment.

Author s Name Name of the Paper Session. Positioning Committee. Marine Technology Society. DYNAMIC POSITIONING CONFERENCE September 18-19, 2001

Queue analysis for the toll station of the Öresund fixed link. Pontus Matstoms *

The Singapore Copyright Act applies to the use of this document.

DOI /HORIZONS.B P23 UDC : (497.11) PEDESTRIAN CROSSING BEHAVIOUR AT UNSIGNALIZED CROSSINGS 1

SOCCER TRAINING POTENTIONAL OR REAL INFORMATION

Journal of Emerging Trends in Computing and Information Sciences

A COMPARATIVE STUDY ON RESPIRATORY PARAMETERS BETWEEN SHORT DISTANCE AND LONG DISTANCE SWIMMERS

Activity profiles in adolescent netball: A combination of global positioning system technology and time-motion analysis

CHAPTER 1 INTRODUCTION TO RELIABILITY

Motion Control of a Bipedal Walking Robot

ALTITUDE TRAINING FOR IMPROVING SWIMMING PERFORMANCE AT SEA LEVEL. MITSUMASA MIYASHITA, YOSHITERU MUTOH and YOSHIHARU YAMAMOTO.

Safety Assessment of Installing Traffic Signals at High-Speed Expressway Intersections

New York Cycle Club. C-SIG FAQs

Sontek RiverSurveyor Test Plan Prepared by David S. Mueller, OSW February 20, 2004

THE APPLICATION OF BASKETBALL COACH S ASSISTANT DECISION SUPPORT SYSTEM

A Comparative Study of Running Agility, Jumping Ability and Throwing Ability among Cricket Players

A CROSS-SECTIONAL ANALYSIS OF SKILL RELATED PHYSICAL FITNESS COMPONENTS OF KAYAKING AND ROWING PLAYERS

RELATION BETWEEN MAXIMAL ANAEROBIC POWER OUTPUT AND TESTS ON ROWING ERGOMETER

New York Cycle Club. C SIG FAQs

Essential ski characteristics for cross-country skis performance

Upgrading Vestas V47-660kW

Journal of Human Sport and Exercise E-ISSN: Universidad de Alicante España

High altitude wind generation The Rotokite

A New Approach to Modeling Vertical Stiffness in Heel-Toe Distance Runners

FIRING ON THE GROUND TARGETS USING AIR UNGUIDED MISSILES

Lab 4: Root Locus Based Control Design

DIFFERENTIATED ANALYSIS OF OFFENSIVE ACTIONS BY FOOTBALL PLAYERS IN SELECTED MATCHES FROM THE EURO 2008

Effect of noise in the performance of the transducers in an ultrasonic flow meter of natural gas

MOUNTED LAND NAVIGATION

The Application of Pedestrian Microscopic Simulation Technology in Researching the Influenced Realm around Urban Rail Transit Station

ABSTRACT AUTHOR. Kinematic Analysis of the Women's 400m Hurdles. by Kenny Guex. he women's 400m hurdles is a relatively

LEVEL OF VO2 MAX CAPACITY VOLLEYBALL PLAYERS

Project Title: Pneumatic Exercise Machine

Accelerometers: An Underutilized Resource in Sports Monitoring

Lane changing and merging under congested conditions in traffic simulation models

A real time vessel air gap monitoring system

A Developmental Approach. To The Soccer Learning Process

STRENGTH AND CONDITIONING COACH

2013 CIVL PLENARY ANNEX 24B SOFTWARE PROPOSALS

Centre for Transport Studies

Kinetic Energy Analysis for Soccer Players and Soccer Matches

E. Agu, M. Kasperski Ruhr-University Bochum Department of Civil and Environmental Engineering Sciences

7 th International Conference on Wind Turbine Noise Rotterdam 2 nd to 5 th May 2017

FITNESS TESTING PKG. REPORT AND SPARQ PROTOCOL

Cricket Team Selection and Analysis by Using DEA Algorithm in Python

Tutorial for the. Total Vertical Uncertainty Analysis Tool in NaviModel3

Characterizing Ireland s wave energy resource

Integrating Developmentally Appropriate Competition Structure & Talent Identification Programs

Open Research Online The Open University s repository of research publications and other research outputs

Kinect-based Badminton Motion Sensor as Potential Aid for Coaching Strokes in Novice Level

Exponent's Fundamentally Flawed Research

ORGANISING TRAINING SESSIONS

Systems of Accounting for and Control of Nuclear Material

Vortex Meters for Liquids, Gas, and Steam

Biomechanical analysis of the medalists in the 10,000 metres at the 2007 World Championships in Athletics

Changes in speed and efficiency in the front crawl swimming technique at 100m track

The Future of Hydraulic Control in Water-Systems

TECHNOLOGY FOR DECREASING ACTIVE DRAG AT THE MAXIMAL SWIMMING VELOCITY

NERC GEOPHYSICAL EQUIPMENT FACILITY LOAN 904 SCIENTIFIC REPORT

Analysis of hazard to operator during design process of safe ship power plant

Available online at ScienceDirect. Procedia Engineering 112 (2015 )

Reliability engineering is the study of the causes, distribution and prediction of failure.

In order to have a fair and consistent National League, the following guidelines must be followed.

NCCP Swimming 301 Course Summary

23 RD INTERNATIONAL SYMPOSIUM ON BALLISTICS TARRAGONA, SPAIN APRIL 2007

Analysis of Pressure Rise During Internal Arc Faults in Switchgear

WEEK #1 44 MILES MONDAY, JULY 15, 2014 DAY OFF

Physical Fitness For Futsal Referee Of Football Association In Thailand

IMPROVING THE BIATHLON JUNIOR ATHLETE PERFORMANCES BY OPTIMIZING THE TECHNICAL TRAINING FOR THE SHOOTING EVENT

The risk assessment of ships manoeuvring on the waterways based on generalised simulation data

A Description of Variability of Pacing in Marathon Distance Running

Transcription:

STUDIES IN PHYSICAL CULTURE AND TOURISM Vol. 13, No. 2, 2006 PIOTR CYCH Department of Sport Science, University School of Physical Education in Wrocław, Poland POSSIBILITIES OF AND CONSTRAINTS ON THE APPLICATION OF GPS DEVICES IN CONTROLLING ORIENTEERING TRAINING Key words: orienteering, control, GPS. ABSTRACT Orienteering belongs to a group of sports that are most difficult to observe. To enable coaches to get into action different methods are used. Thanks to the Global Positioning System it is easier now to identify the actual position of an orienteer in action, but there are some constraints on the application of such a system in orienteering. The goal of the research was to consider the possibility of applying modern GPS miniature receivers for recording orienteering routes covered in an afforested area as well as the parameters of training loads. It has been stated that the quality of the record of the covered track is not sufficient to effectively control the quality of task implementation in orienteering. Nevertheless, there are methods of control as well as forms of training in which the application of GPS enhances the diagnosis and registration of training loads. INTRODUCTION Orienteering is one of endurance sports [10]. It differs, however, from other types of sports by the circumstances surrounding the physical effort consisting of intellectual processes on a scale unknown elsewhere [2]. Orienteering competitions are usually held in an afforested area of variable configuration, and orienteers mostly run off-road between successive checkpoints. Observations made during the Polish Orienteering Championships show that the elite competitors run only 10% to 15% of the distance on the track [4]. Each competitor realizes their own variant of overcoming the distance between the checkpoints, and the orienteer s choice of the variants depends on many factors such as the competitor s energy potential, capability of orientating oneself in the given type of area, the level of mastery of the running technique, the level of one s muscle strength, etc. For this reason, the competitor s preparation for competition must be of truly versatile character. Many authors point to the problem of training control in orienteering [3, 5, 14]. This applies to both training charges and the real distance covered during training, the pace of the run and other factors (the way of implementing motor tasks, errors committed on the route, etc). Trainers try to make it up for these obstacles in various ways. When a run is completed with a specialist map, the length of the covered distance can be measured with a curvometer a simple mechanical device for measuring distances on maps. The condition is, however, that the competitor must be fully aware of the route he (she) has covered and be able to reproduce it on the map. It is, however, not so in all cases. The less experienced the competitor is and the more difficult the terrain for training or Correspondence should be addressed to: Piotr Cych, Aleja Paderewskiego 35, 51-612 Wrocław, Poland, fax +48 71 315 80 59, e-mail: cych@awf.wroc.pl 109

Piotr Cych competition, the greater will be the divergences between the supposed and the real route, and consequently the traveled distance. If the distance is measured correctly, we can indirectly measure our running pace based on it, knowing the total running pace. Increasingly more often, thanks to the use of electronics in sports, we can get to know the running pace on the individual legs of the race between the checkpoints during, both competitions and training. The use of the Sport-Ident or Emit system stations makes it possible to record the socalled split-times. These systems have been already widely used in orienteering competitions. They are also used more and more frequently in practical training, as they provide information that is so much needed by coaches. The application of electronics in orienteering training has also made it possible (so far only experimentally) to apply miniature video cameras [11]. The cameras mounted on the competitor s head enable a detailed record of the traveled route, which facilitates a later analysis of committed errors. The control of training in a forest environment often comes down to the trainer following the competitor and observing (sometimes also registering) the latter s behavior. This procedure is not, however, free of drawbacks. The main disadvantage is that the possibility of observation is confined to one competitor only. Another problem is the factor of direct observation made by the trainer near the competitor, which under the orienteering rules should never take place. In addition, the trainer s presence usually affects the competitor s unnatural behavior. For instance, it may have an impact of the orienteer s excessive caution once a variant is chosen, or one s emotional state inadequate to the situation and the resultant errors which the competitor could have avoided were he (she) not under direct observation. The emergence of miniature satellite location devices on the world market several years ago began with the U.S. government s decision to make the system of 24 spying satellites available for other uses. These satellites, disposed equally around the globe, emit signals that allow precise description of the position of a device or object equipped with a receiver of these signals. Their accuracy amounts to several meters but it depends on a number of factors. It is limited by natural factors such as mountains, trees, clouds, buildings or other artificial edifices. The possibility of non-restricted purchase of GPS (Global Positioning System) receivers and their increasingly greater miniaturization haver enormous potential in orienteering training control. A number of studies have been carried out to harness the GPS system for recording the physical effort during orienteering. Osterburg et al. [12] pointed to the possibility of using the method of registering respiration parameters during a run in field conditions, and of assessing metabolic changes with respect to the route profile. Thanks to the obtained information it would be possible then to choose more precise training charges in endurance sports in which frequent altitude changes take place. To observe the competitors behavior in orienteering, Schutz and Herren [13] applied a more expanded version of the GPS system with a view to define the parameters of an effort made in the field. They used a modified system, currently functioning under the abridged name of dgps (differential Global Positioning System). This system provides a still greater precision of location (0.3 m), but it requires an additional receiver of differential signals emitted by a surface station. According to the authors, this receiver weighs about 500 grams, and appropriately mounted it does not hamper the performance of all routine actions. It provides the possibility of recording the parameters measured in the time of its functioning and of referring them to the competitor s current speed. The results of such measurements produced many interesting conclusions concerning training of orienteering competitors [7]. The above mentioned investigations proved, however, to be very expensive and at present there is no possibility of implementing them in practical training. It is different in the case of GPS miniature receivers, the cost of which does not exceed 160. Observations made by means of these devices were to provide an answer to the question about the possibility of using the GPS system to control orienteering training. The present study was aimed at defining the possibility of application of modern GPS miniature receivers for registering the track traveled in an afforested area and the parameters of training charges in orienteering. The following research questions were formulated: 1. Is the accuracy of the recorded traveled route sufficient for estimation of the quality of realization of training tasks? 2. Which training parameters in orienteering can be effectively controlled with the use of miniature GPS receivers? 110

METHODS The registration of training contents was made on five competitors. This group included the author of this article (aged 37, 1 st -class orienteering coach with twenty-year competitive experience), and four competitors of the orienteering section of the WKS Śląsk Wrocław sports club, aged 17-25. The subjects were highly trained and advanced orienteers (e.g. medalists of Junior World Championships). The subjects average orienteering experience amounted to 11 years. Subject to registration were 20 training units with different contents: from a continuous run without a map, through various types of training forms with a map, to multiple participation in the competition. Almost all trainings were recorded in parks or forests in a terrain with diversified landscape features. The recording was made with Garmin GPS receivers of the Forerunner 201 type (a U.S. made 12-channel receiver with 1/s data refreshing frequency and the location accuracy to 15 meters). The weight of the device amounted to 78 grams [15]. To determine the recording accuracy, the route marked on the map by the investigators after the end of training, or the actual route of the competition, was compared with the GPS record and electronically processed using the Forerunner Logbook 2.1. software. Thus the competitors record was assumed to be the reference point. In addition, the record of training contents showed easy routes and terrains in which the competitors had no doubts they had correctly marked the traveled track. Additionally, the training was registered when the competitors were moving only on the beaten track, so as to rule out any doubts about the applied method. Next, after the map was scanned, the GPS record was superimposed on the image of the actual route traveled by the competitor. The differences between both records determined the level of the GPS error. In this case, no statistical method was applied to assess the error level, as the Delphian method, also called experts method, was used [1]. Such a choice was justified, since for people interested in the practical use of GPS (orienteering coaches) the recognition of usefulness of the route record was more important than statistical significance. RESULTS On the basis of the observations a comparison was made between the actual routes (drawn by orienteers on their maps) and the route recorded by the GPS Forerunner 201 unit. Fig. 1 and Fig. 2 show examples of different terrains and different maps. Fig. 1 depicts a hilly terrain on a map on a scale of 1:10000, whereas Fig. 2 shows a map on a scale of 1:15000 where the forested area is mostly flat. This comparison emphasizes the difference in the quality of signals recorded by the GPS unit and the data for analysis. The routes fixed for these two maps had approximately the lengths between 4500 m and 5500 m, respectively. The GPS signal often vanishes in a hilly terrain, thus a straight line on the map representing the GPS track can be noted (Fig. 1). The track registered by the GPS is only an estimation of the runner s actual position, which involves a number of measurement errors. In such cases no statistic method is necessary to state that there are too many breaks of the GPS signal to reflect the actual route chosen by the orienteer. It is impossible to state which way the runner took. Sometimes these breaks are longer than a few seconds. Some of these breaks are longer than 1 minute, which means that a dozen or so orienteer s actual positions in the forest can be lost. Fig. 2 shows that the representation of the route recorded by the GPS unit in a flat terrain is of much better quality and quite similar to the actual one, though the GPS signal sometimes disappears because of foliage. The implementation of the GPS unit in running sessions outdoors, but not in an urban area, yielded very good results. The recorded data such as total distance and average speed were almost identical with these calculated on the map. The error was usually less than 2% of the measured distance. DISCUSSION On the basis of the comparison results, it can be unanimously stated that the quality of the record of the traveled route is not sufficient to control the quality of task implementation in orienteering. All the records made during training with a map or during competitions contained substantial inaccuracies and differences related to the actual traveled route (marked by the competitors on the map after 111

Piotr Cych Figure 1. Hilly terrain on the map on a scale of 1:10 000 with breaks and errors in the recorded GPS signal 112

Figure 2. Flat terrain on the map on a scale of 1:15 000 with good quality of the recorded GPS signal the run). In addition, the records of the GPS receivers contained gaps caused by the competitor s loss of contact with the satellites (Fig. 1, 2). This frequent reason for record distortion was mainly caused by the diverse configuration of the terrain (Fig. 1). Wherever there were high hills, the quality of the record differed from reality, although in afforested flat areas significant inaccuracies of the recorded track were also noted, making it impossible to state in an unambiguous way which route the competitor really took (Fig. 2). These two distorting factors (mountains and foliage) are also mentioned by other authors [8, 9, 14]. Also the scale of orienteering maps is of great significance as far as the quality of the recorded route is concerned. During competitions, where the maps with scales 1:15000 were used, recording errors were relatively smaller, because on these maps 1 cm corresponded to 150 meters in the field, while during competitions held in parks more accurate maps were applied on a scale of 1:5000. On these maps, 1 cm corresponded to 50 meters only. The recording error, when both tracks are compared, will, therefore, be higher than on the 1:15000 maps. In orienteering, many parameters of training loads may be subject to control. The two most often 113

Piotr Cych recorded parameters in this sport, with reference to its endurance nature [10], are certainly the duration of training and the traveled distance. The latter is in many cases not easy to measure in forest conditions. Competitors very often run far away from the route, and the non-linear nature of the traveled distance hampers its precise assessment, even with the use of the aforementioned device for measuring distances on maps. A GPS receiver can, therefore, be helpful in the assessment of the distance traveled during training or competition. This distance is usually measured with satisfactory exactitude, with the measurement error not exceeding 10% of the entire distance length. This error is much more frequently assessed in minus in relation to the actual distance, this being a result of a fading signal. In a mountainous or hilly terrain the possibility of using the GPS receiver to estimate the traveled distance is, however, substantially restricted, and the measurement error can be much greater. Another tested parameter is overcoming hills during the run. Also in this case, the quality of measurement will depend on the features of the landscape. Unfortunately, in areas where the measurement of this parameter would be most valuable, the exactitude of assessment is not, in experts opinion, sufficient. For a proper definition of the altitude above the sea level and its changes, the GPS receiver needs a signal from at least 4 satellites (to define the horizontal position, a signal from 3 satellites is enough), which is often impossible in the mountains where the GPS does not receive the appropriate number of signals in deep ravines and valleys, unless it has an in-built barometric altimeter function (Forerunner 201 is not equipped with a barometric altimeter). During the preliminary training, but also at the competitive level, orienteers undergo training sessions in various types of terrain. Such sessions are not always carried out with a specialist map. Very often the so-called crosses are exercised in terrains, where the competitor has no such map at his (her) disposal (for instance, at sports camps). Then the use of a GPS receiver can make it easier for the competitor to carry out the training contents and help control one s own position with reference to the spot where the training began or to the points stored in the GPS receiver s memory. One can also take advantage of the return to the start option and choose it after having run half of the distance in order to return following the same track. The GPS receiver can be also used to control the competitors capability of assessing the distance in the field. Such capability is necessary in orienteering. Thanks to the application of GPS, an orienteer can receive feedback information on the distance traveled between selected points and compare this distance to the one assessed by himself (herself). This GPS function seems very helpful in the development of orientation skills, and its significance has been already discussed by Cych and Kozłowski [3] as well as Mleczko and Trzmielewski [9]. As the GPS Forerunner 201 receivers have been available on the market for a relatively short time now (one year), it has not been possible to test them more thoroughly even in terms of defining the relationship between the fastening position of the receiver or the competitor s moving speed, and the quality of recorded data. It seems also desirable to test the receivers made by other manufacturers (e.g. FRWD); however, it depends on their availability on the Polish market and the financial possibilities of the test supervisors. The FRWD is a new measurement tool released by a Finnish company in 2004. It is designed and built for a completely new purpose: the FRWD is a sports computer. The manufacturer assures that in practice its accuracy is much better than regular real-time GPS due to an advanced mathematical algorithm built into the FRWD Replayer PC Software. This algorithm is responsible for all GPS/sensor/HR-data processing and calculations when opening and analysing the recorded performance file [16]. The usefulness of this device and some other ones will certainly be the subject of the author s further investigations. The results of the study lead to the following conclusions: 1. The exactitude of the record of the traveled track by a GPS receiver used in the study is not sufficient for controlling orienteering training. 2. In spite of the discussed constraints on the application of GPS receivers in controlling orienteering training, there are a number of control methods and forms of training in which the application of GPS enhances the diagnosis and registration of charges, and also facilitates the implementation of training tasks and contents. 114

REFERENCES [1] Antoszkiewicz J., Metody heurystyczne. (Heuristic methods), PWE, Warszawa 1982. [2] Creagh U., Reilly T., Physiological and biomechanical aspects of orienteering, Sports Medicine, 1997, 24: 409-418. [3] Cych P., Kozłowski J., Bieg na orientację. Trening praktyka i teoria. (Orienteering. Training practise and theory), COS Warszawa 1998. [4] Cych P., Łasiński G., Analiza współzawodnictwa podczas Indywidualnych Mistrzostw Polski 1997 i 2000 w biegu na orientację (Analysis of competition during the 1997 and 2000 Polish Orienteering Championships), (in:) Coaching at the turn of the century, Warszawa 2000. [5] Dresel U., Exemplarische Darstellung einiger Übungsformen für Fortgeschrittene im OL. (Selected exercises for skilled orienteers), Lehrhilfen für den sportunterricht Schondorf, 1988, 37, 4: 53-57. [6] Gjerset A., Johansen E., Moser T., Aerobic and anaerobic demands in short distance orienteering, Scientific Journal of Orienteering, 1997, 13: 4-25. [7] Larsson P., Henriksson-Larsen K., The use of the dgps and simultaneous metabolic measurement in orienteering, Medicine and Science in Sport and Exercise, 2001, 33: 1919-1924. [8] Larsson P., Burlin L., Jakobsson E., Henriksson- Larsen K., Analysis of performance in orienteering with treadmill tests and physiological field tests using a differential global positioning system, Journal of Sports Sciences, 2002, 20: 529-535. [9] Mleczko E., Trzmielewski R., Biegi na orientację. Technika, taktyka, trening. (Orienteering. Technique, tactics, training), Podręczniki i Skrypty, University School of Physical Education, Kraków 1999, 6. [10] Moser T., Gjerset A., Johansen E., Vadder L., Aerobic and anaerobic demands in orienteering, Scientific Journal of Orienteering, 1995, 11: 3-30. [11] Omodei M.M., Mc Lennan J., Studying complex decision making in natural settings: Using a head mounted video camera to study cognitive orienteering, Perceptual and Motor Skills, 1994, 79: 1411-1425. [12] Osterburg A., Knuth S., Kramer A., Mester J., Roth R., Pomiar wydatku energetycznego u narciarzy biegaczy w warunkach naturalnych. (Measurement of energy expenditure of cross-skiers in the natural environment), Sport Wyczynowy, 2004, 1-2: 469-474. [13] Schutz Y., Herren R., Assessment of speed of human locomotion using a differential satellite global positioning system, Medicine and Science in Sports and Exercise, 2000, 32: 642-646. [14] Seiler R., Cognitive processes in orienteering a review, Scientific Journal of Orienteering, 1996, 12: 50-65. [15] Forerunner 201-personal trainer, owner s manual, 2003. [16] http://www.frwd.com 115