DocumentCode
1116640
Title
Asymptotic Detection Performance of Type-Based Multiple Access Over Multiaccess Fading Channels
Author
Mergen, Gökhan ; Naware, Vidyut ; Tong, Lang
Author_Institution
Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY
Volume
55
Issue
3
fYear
2007
fDate
3/1/2007 12:00:00 AM
Firstpage
1081
Lastpage
1092
Abstract
The problem of communicating sensor readings over a multiaccess channel for detecting a target using type-based multiple access (TBMA) is considered. TBMA is analyzed in a general framework by considering non-i.i.d. data and nonidentical channel gains. An asymptotically optimal detector is proposed and its error-exponents for detection probabilities are characterized using tools from large deviations theory (LDT). In case of i.i.d. channel gains, it is shown that the performance of TBMA presents two distinct behaviors depending on whether the channel gains have zero mean. Numerical simulations are used to demonstrate that the error exponents provide reasonably accurate estimates of the performance of TBMA
Keywords
fading channels; multi-access systems; signal detection; wireless sensor networks; asymptotic detection performance; asymptotically optimal detector; large deviations theory; multiaccess fading channels; type-based multiple access; Detectors; Fading; Multiaccess communication; Numerical simulation; Object detection; Parameter estimation; Performance gain; Quantization; Sensor fusion; Sensor phenomena and characterization; Distributed detection; error exponents; fading channels; large deviations (LD); multiaccess communication; sensor networks; types;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2006.887564
Filename
4099562
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