Title :
Spatial adaptive filtering for LPI signal detection
Author :
Forsythe, Keith W. ; Monticciolo, Paul ; Sklar, J.R.
Author_Institution :
MIT, Lexington, MA, USA
Abstract :
Summary form only given, as follows. This paper presents two algorithms for jointly detecting and direction finding (DF) low probability of intercept (LPI) signals based upon spatial adaptive filtering concepts: adaptive event processing (AEP) for narrowband short duration (SD) signals and spatial spectral whitening (SSW) for wideband direct sequence spread spectrum (DSSS) signals. AEP jointly exploits spatial and temporal differences between consecutive observation intervals to null narrowband interference, evaluate an energy-based detection statistic, and upon detection compute a DF estimate of a newly turned-on signal. SSW exploits both spatial and spectral differences between the DSSS signal-of-interest (SOI), which has a constant direction of arrival (DOA) over a wide spectral extent, and strong spectrally localized interference to simultaneously form a decision statistic and a DF estimate. Aspects of both algorithms are discussed, and data obtained from a four element wideband array operating in the HF band is used to illustrate performance
Keywords :
adaptive filters; adaptive signal detection; adaptive signal processing; direction-of-arrival estimation; filtering theory; interference suppression; probability; spatial filters; spectral analysis; spread spectrum communication; DF estimate; DSSS; HF band; LPI signal detection; adaptive event processing; decision statistic; direction finding; direction of arrival; energy-based detection statistic; low probability of intercept; narrowband interference; narrowband short duration signals; performance; signal-of-interest; spatial adaptive filtering; spatial differences; spatial spectral whitening; temporal differences; wideband array; wideband direct sequence spread spectrum; Adaptive filters; Direction of arrival estimation; Filtering algorithms; Interference; Narrowband; Signal detection; Signal processing; Spread spectrum communication; Statistics; Wideband;
Conference_Titel :
Tactical Communications Conference, 1994. Vol. 1. Digital Technology for the Tactical Communicator., Proceedings of the 1994
Conference_Location :
Fort Wayne, IN
Print_ISBN :
0-7803-2004-2
DOI :
10.1109/TCC.1994.472092