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Where Are the Fish…
Really???
Verifying the Accuracy of Acoustic
Estimates of Fish Location
BISHES RAYAMAJHI, SHON A. ZIMMERMAN, DARIN J. ETHERINGTON*, TYLER D. MITCHELL*,
ZHIQUN (DANIEL) DENG, TAO FU, GENE R. PLOSKEY, AND MARK A. WEILAND
Pacific Northwest National Laboratory
Pacific States Marine Fisheries Commission*

1
Background
Large-Scale Acoustic Telemetry Studies
Survival
Route of passage
Behavior

Results are used to make structural and hydraulic changes to improve
passage and survival of juvenile salmon out-migrating to the ocean

2
Introduction
JSATS System Verification
Error analyses to verify tracking system performance in 3-dimensional
space
Verify accuracy of target position
Calculate error in position through out dam forebay

Verify operation and installation JSATS cabled array hydrophones
Cables are properly connected
Hydrophones are functioning

System performance
Detection range
Detection efficiency of acoustic transmitter relative to background noise levels
(SNR)

December 12, 2013

3
Processes Involved
Deployment
Survey
Hydrophone
Positions

Remote Test
Boat Operation

Error Analysis
Step 1: Survey Hydrophone Positions
Use standard survey equipment and techniques
Use surveyed benchmarks
Develop local controls
Measure horizontal and vertical deployment co-ordinates
Error analyses to verify tracking system performance in 3-dimensional
space

5
Sensor location Survey
Modified hydrophone trolley
deployed with survey prism or RTKGPS receiver

6
Survey Data Processing and Adjustment
Survey data processed in Trimble
Business Center
Coordinates based on dam
configuration and are adjusted to
account for piernose slope, project
azimuth, and hydrophone
deployment depth
If position doesn’t lineup….resurvey

7
Step 2: Remote Test Boat Operation
Remote controlled test boat
Twin trolling motors
Handheld Trimble GPS receiver with antenna

Deployed from dam and operated throughout detection area of array

8
Beacon and Acoustic Transmitters
Acoustic beacons and JSATS acoustic micro-transmitters are fixed
below remote boat at known depths
Programmed to transmit coded signals every second

9
Signal Detection and Processing
Remote boat operated throughout JSATS detection array
Beacons or acoustic micro-transmitters suspended beneath boat
Tracking baseline within about 150 m of dam face
Transmitted signals are received by hydrophone array on dam
Acoustic signals are decoded on network of computers on dam

10
Step 3: Error Analysis
• Differences in actual recorded GPS coordinates for each of the tags at
known time are compared with the coordinates computed by the
tracking algorithm to determine the positional errors.
3-D tracking of acoustic micro-transmitter
Decoded signals are validated and filtered in MATLAB
An acoustic signal must be detected on at least four hydrophones with
accurate time of arrive (TOA) data to estimate an acoustic transmitters
location in 3-D (x, y, z)
Time of arrival differences (TOAD) of the valid signal detected on four
hydrophones are used to solve for the 3-D location of the acoustic
transmitter

Error checking
Differences in actual recorded GPS coordinates for each acoustic
transmitter at known time (from GPS receiver on mobile boat) are
compared with the coordinates computed by the tracking algorithm to
determine the positional error
11
Contour Plot of RMS Errors

12
Computed Source Tag Location in 3D

13
Factors Affecting Location Accuracy
Error in hydrophone position accuracy
Surveying error
Cable management issue
Position of the source tag respective to the hydrophone locations
Signal to Noise Ratio (SNR) of the decoded signal
Velocity of sound in water
Error in GPS time synchronization
Multipath

14
Conclusion
This process ensures the JSATS cabled array system will
provide accurate positional data for tagged fish location,
movement, and dam-passage location.
Also, provides a cross check on any probable errors on
hydrophone location survey points and cable hook up.

December 12, 2013

15
References
Deng, D.Z., Weiland, M.A., Fu, T.,Seim, T.A., LaMarche, B.L., Choi, E.
Y., Carlson, T.J., and Eppard B.M. 2011. A Cabled Acoustic
Telemetery System for Detecting and Tracking Juvenile Salmon: Part
2. Three-Dimensional Tracking and Passage Outcomes.
Sensors, ISSN 424-8220.
Ehrenberg, J. E., and Steig, T. W. 2002. A method for estimating the
‘‘position accuracy’’ of acoustic fish tags. ICES Journal of Marine
Science, 59: 140–149.

December 12, 2013

16
Acknowledgements
PNNL Staff
•
•
•
•
•

Christa Woodley
Jina Kim
James Hughes
Eric Fischer
Mike Greiner

PSMFC Staff
• Scott Carpenter
• George Batten

17

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Verifying the accuracy of JSATS tagged fish location AFS 2013

  • 1. Where Are the Fish… Really??? Verifying the Accuracy of Acoustic Estimates of Fish Location BISHES RAYAMAJHI, SHON A. ZIMMERMAN, DARIN J. ETHERINGTON*, TYLER D. MITCHELL*, ZHIQUN (DANIEL) DENG, TAO FU, GENE R. PLOSKEY, AND MARK A. WEILAND Pacific Northwest National Laboratory Pacific States Marine Fisheries Commission* 1
  • 2. Background Large-Scale Acoustic Telemetry Studies Survival Route of passage Behavior Results are used to make structural and hydraulic changes to improve passage and survival of juvenile salmon out-migrating to the ocean 2
  • 3. Introduction JSATS System Verification Error analyses to verify tracking system performance in 3-dimensional space Verify accuracy of target position Calculate error in position through out dam forebay Verify operation and installation JSATS cabled array hydrophones Cables are properly connected Hydrophones are functioning System performance Detection range Detection efficiency of acoustic transmitter relative to background noise levels (SNR) December 12, 2013 3
  • 5. Step 1: Survey Hydrophone Positions Use standard survey equipment and techniques Use surveyed benchmarks Develop local controls Measure horizontal and vertical deployment co-ordinates Error analyses to verify tracking system performance in 3-dimensional space 5
  • 6. Sensor location Survey Modified hydrophone trolley deployed with survey prism or RTKGPS receiver 6
  • 7. Survey Data Processing and Adjustment Survey data processed in Trimble Business Center Coordinates based on dam configuration and are adjusted to account for piernose slope, project azimuth, and hydrophone deployment depth If position doesn’t lineup….resurvey 7
  • 8. Step 2: Remote Test Boat Operation Remote controlled test boat Twin trolling motors Handheld Trimble GPS receiver with antenna Deployed from dam and operated throughout detection area of array 8
  • 9. Beacon and Acoustic Transmitters Acoustic beacons and JSATS acoustic micro-transmitters are fixed below remote boat at known depths Programmed to transmit coded signals every second 9
  • 10. Signal Detection and Processing Remote boat operated throughout JSATS detection array Beacons or acoustic micro-transmitters suspended beneath boat Tracking baseline within about 150 m of dam face Transmitted signals are received by hydrophone array on dam Acoustic signals are decoded on network of computers on dam 10
  • 11. Step 3: Error Analysis • Differences in actual recorded GPS coordinates for each of the tags at known time are compared with the coordinates computed by the tracking algorithm to determine the positional errors. 3-D tracking of acoustic micro-transmitter Decoded signals are validated and filtered in MATLAB An acoustic signal must be detected on at least four hydrophones with accurate time of arrive (TOA) data to estimate an acoustic transmitters location in 3-D (x, y, z) Time of arrival differences (TOAD) of the valid signal detected on four hydrophones are used to solve for the 3-D location of the acoustic transmitter Error checking Differences in actual recorded GPS coordinates for each acoustic transmitter at known time (from GPS receiver on mobile boat) are compared with the coordinates computed by the tracking algorithm to determine the positional error 11
  • 12. Contour Plot of RMS Errors 12
  • 13. Computed Source Tag Location in 3D 13
  • 14. Factors Affecting Location Accuracy Error in hydrophone position accuracy Surveying error Cable management issue Position of the source tag respective to the hydrophone locations Signal to Noise Ratio (SNR) of the decoded signal Velocity of sound in water Error in GPS time synchronization Multipath 14
  • 15. Conclusion This process ensures the JSATS cabled array system will provide accurate positional data for tagged fish location, movement, and dam-passage location. Also, provides a cross check on any probable errors on hydrophone location survey points and cable hook up. December 12, 2013 15
  • 16. References Deng, D.Z., Weiland, M.A., Fu, T.,Seim, T.A., LaMarche, B.L., Choi, E. Y., Carlson, T.J., and Eppard B.M. 2011. A Cabled Acoustic Telemetery System for Detecting and Tracking Juvenile Salmon: Part 2. Three-Dimensional Tracking and Passage Outcomes. Sensors, ISSN 424-8220. Ehrenberg, J. E., and Steig, T. W. 2002. A method for estimating the ‘‘position accuracy’’ of acoustic fish tags. ICES Journal of Marine Science, 59: 140–149. December 12, 2013 16
  • 17. Acknowledgements PNNL Staff • • • • • Christa Woodley Jina Kim James Hughes Eric Fischer Mike Greiner PSMFC Staff • Scott Carpenter • George Batten 17