Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing

Impulsive noise interference of a biological origin is common in underwater acoustic environments. Here we report on properties of impulsive noise produced by sperm whales, recorded in deep water off the coast of Manus Island. We analyze the noise as a function of frequency band, and find strong non...

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Main Authors: Bertilone, Derek, Killeen, Damien
Other Authors: DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION EDINBURGH (AUSTRALIA) MARITIME OPERATIONS DIV
Format: Text
Language:English
Published: 2002
Subjects:
Online Access:http://www.dtic.mil/docs/citations/ADA411913
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA411913
id ftdtic:ADA411913
record_format openpolar
spelling ftdtic:ADA411913 2023-05-15T18:26:49+02:00 Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing Bertilone, Derek Killeen, Damien DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION EDINBURGH (AUSTRALIA) MARITIME OPERATIONS DIV 2002-10 text/html http://www.dtic.mil/docs/citations/ADA411913 http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA411913 en eng http://www.dtic.mil/docs/citations/ADA411913 APPROVED FOR PUBLIC RELEASE DTIC AND NTIS Acoustics Radiofrequency Wave Propagation *IMPULSE NOISE *UNDERWATER ACOUSTICS *WHALES SIMULATION DETECTION PERFORMANCE(ENGINEERING) PROCESSING THRESHOLD EFFECTS THEORY SIGNAL TO NOISE RATIO PROCESSING EQUIPMENT INCOHERENCE FREQUENCY BANDS MATHEMATICAL FILTERS NONLINEAR SYSTEMS SIGNALS INTERFERENCE NOISE AUSTRALIA DEEP WATER SONAR NARROWBAND RAYLEIGH WAVES FADING(ELECTROMAGNETIC WAVES) AQ F03-06-1400 FOREIGN REPORTS Text 2002 ftdtic 2016-02-21T05:15:21Z Impulsive noise interference of a biological origin is common in underwater acoustic environments. Here we report on properties of impulsive noise produced by sperm whales, recorded in deep water off the coast of Manus Island. We analyze the noise as a function of frequency band, and find strong non-Gaussian effects in the range 1-6 kHz. Sonar performance can be improved by utilizing nonlinear filtering techniques from non-Gaussian detection theory. We demonstrate this by measuring empirical gains for a constant false-alarm rate (CPAR) incoherent narrowband processor. We investigate both parametric locally optimum and nonparametric filtering of the time-domain data to enhance weak signal detection. Simulated Rayleigh fading signals were inserted into the noise data, and the detection threshold was found to be lowered by about 4 dB over conventional processing, for signal frequencies 1.5 kHz and 4.5 kHz and a false-alarm probability of 0.0001. Performance degradations can potentially occur at large signal-to-noise ratios, but these were mitigated using a simple technique for fusing the non-Gaussian processor with a conventional processor. Text Sperm whale Defense Technical Information Center: DTIC Technical Reports database
institution Open Polar
collection Defense Technical Information Center: DTIC Technical Reports database
op_collection_id ftdtic
language English
topic Acoustics
Radiofrequency Wave Propagation
*IMPULSE NOISE
*UNDERWATER ACOUSTICS
*WHALES
SIMULATION
DETECTION
PERFORMANCE(ENGINEERING)
PROCESSING
THRESHOLD EFFECTS
THEORY
SIGNAL TO NOISE RATIO
PROCESSING EQUIPMENT
INCOHERENCE
FREQUENCY BANDS
MATHEMATICAL FILTERS
NONLINEAR SYSTEMS
SIGNALS
INTERFERENCE
NOISE
AUSTRALIA
DEEP WATER
SONAR
NARROWBAND
RAYLEIGH WAVES
FADING(ELECTROMAGNETIC WAVES)
AQ F03-06-1400
FOREIGN REPORTS
spellingShingle Acoustics
Radiofrequency Wave Propagation
*IMPULSE NOISE
*UNDERWATER ACOUSTICS
*WHALES
SIMULATION
DETECTION
PERFORMANCE(ENGINEERING)
PROCESSING
THRESHOLD EFFECTS
THEORY
SIGNAL TO NOISE RATIO
PROCESSING EQUIPMENT
INCOHERENCE
FREQUENCY BANDS
MATHEMATICAL FILTERS
NONLINEAR SYSTEMS
SIGNALS
INTERFERENCE
NOISE
AUSTRALIA
DEEP WATER
SONAR
NARROWBAND
RAYLEIGH WAVES
FADING(ELECTROMAGNETIC WAVES)
AQ F03-06-1400
FOREIGN REPORTS
Bertilone, Derek
Killeen, Damien
Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
topic_facet Acoustics
Radiofrequency Wave Propagation
*IMPULSE NOISE
*UNDERWATER ACOUSTICS
*WHALES
SIMULATION
DETECTION
PERFORMANCE(ENGINEERING)
PROCESSING
THRESHOLD EFFECTS
THEORY
SIGNAL TO NOISE RATIO
PROCESSING EQUIPMENT
INCOHERENCE
FREQUENCY BANDS
MATHEMATICAL FILTERS
NONLINEAR SYSTEMS
SIGNALS
INTERFERENCE
NOISE
AUSTRALIA
DEEP WATER
SONAR
NARROWBAND
RAYLEIGH WAVES
FADING(ELECTROMAGNETIC WAVES)
AQ F03-06-1400
FOREIGN REPORTS
description Impulsive noise interference of a biological origin is common in underwater acoustic environments. Here we report on properties of impulsive noise produced by sperm whales, recorded in deep water off the coast of Manus Island. We analyze the noise as a function of frequency band, and find strong non-Gaussian effects in the range 1-6 kHz. Sonar performance can be improved by utilizing nonlinear filtering techniques from non-Gaussian detection theory. We demonstrate this by measuring empirical gains for a constant false-alarm rate (CPAR) incoherent narrowband processor. We investigate both parametric locally optimum and nonparametric filtering of the time-domain data to enhance weak signal detection. Simulated Rayleigh fading signals were inserted into the noise data, and the detection threshold was found to be lowered by about 4 dB over conventional processing, for signal frequencies 1.5 kHz and 4.5 kHz and a false-alarm probability of 0.0001. Performance degradations can potentially occur at large signal-to-noise ratios, but these were mitigated using a simple technique for fusing the non-Gaussian processor with a conventional processor.
author2 DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION EDINBURGH (AUSTRALIA) MARITIME OPERATIONS DIV
format Text
author Bertilone, Derek
Killeen, Damien
author_facet Bertilone, Derek
Killeen, Damien
author_sort Bertilone, Derek
title Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
title_short Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
title_full Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
title_fullStr Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
title_full_unstemmed Sperm Whale Impulse Noise and Incoherent Narrowband CFAR Processing
title_sort sperm whale impulse noise and incoherent narrowband cfar processing
publishDate 2002
url http://www.dtic.mil/docs/citations/ADA411913
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA411913
genre Sperm whale
genre_facet Sperm whale
op_source DTIC AND NTIS
op_relation http://www.dtic.mil/docs/citations/ADA411913
op_rights APPROVED FOR PUBLIC RELEASE
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