Title :
A single-packet method for adaptive maximum likelihood CCI identification and mitigation
Author :
Paparisto, Gent ; Panagiotou, Prokopios ; Chugg, Keith M.
Author_Institution :
ViaSat Inc., Carlsbad, CA, USA
Abstract :
Joint modeling and detection of a narrow-band digitally-modulated signal and co-channel interference (CCI) signals is considered. A PSP-based algorithm that is compatible with array measurements is described and shown to efficiently detect the desired user´s data while tracking the time-varying intersymbol interference (ISI) channels of the intended user and all CCI users. This algorithm yields improvements in CCI-rejection of approximately 18 dB relative to traditional approaches (i.e., ignoring the CCI) with only a single antenna. An algorithm to estimate the number of CCI signals present and their time spans is also developed. This algorithm, based on ML estimation and the minimum description length (MDL) principle, is shown to correctly identify the CCI environment with high reliability using the training information available in a single TDMA packet
Keywords :
adaptive estimation; adaptive signal processing; cellular radio; cochannel interference; interference suppression; intersymbol interference; maximum likelihood estimation; modulation; multiuser channels; packet radio networks; time division multiple access; time-varying channels; CCI-rejection; GSM; ISI; MDL principle; ML estimation; PSP-based algorithm; TDMA packet; adaptive maximum likelihood CCI identification; algorithm; array measurements; cellular systems; co-channel interference signals; high reliability; minimum description length; narrow-band digitally-modulated signal; per-survivor processing; signal detection; single-packet method; time spans; time-varying intersymbol interference channels; training information; Bit error rate; Degradation; Frequency; Intersymbol interference; Maximum likelihood detection; Maximum likelihood estimation; Narrowband; Personal communication networks; Radiofrequency interference; Time division multiple access;
Conference_Titel :
Global Telecommunications Conference, 1999. GLOBECOM '99
Conference_Location :
Rio de Janeireo
Print_ISBN :
0-7803-5796-5
DOI :
10.1109/GLOCOM.1999.831688