DocumentCode :
47214
Title :
Near-Optimal Contraction of Voronoi Regions for Pruning of Blind Decoding Results
Author :
Dongwoon Bai ; Jungwon Lee ; Sungsoo Kim ; Hanju Kim ; Inyup Kang
Author_Institution :
Samsung Modem R&D, San Diego, CA, USA
Volume :
63
Issue :
6
fYear :
2015
fDate :
Jun-15
Firstpage :
1963
Lastpage :
1974
Abstract :
In Long-Term Evolution (LTE) downlink control channel, a large number of blind decoding attempts are made, while the number of valid codewords is limited. The blind decoding results are then verified using a 16-bit cyclic redundancy check (CRC). However, even with the 16-bit CRC, the false alarm (FA) rate of such blind decoding is inevitably high. This paper investigates the problem of pruning of blind decoding results for reduction of the FA rate. To the best of our knowledge, the approach using a soft correlation metric (SCM) shows the best FA reduction performance among existing schemes. However, following the Bayes principle, we propose novel likelihood-based pruning that provides systematic balancing between the FA rate and the miss (MS) rate. Moreover, the simulation results show that the signal-to-noise ratio (SNR) gain of our proposed scheme is unbounded, with respect to the SCM-based scheme, in the independent and identically distributed (i.i.d.) Rayleigh fading channel. Moreover, the proposed scheme is shown to be less complex than the existing scheme. Finally, it is proved that, as SNR increases, the proposed approach has the decision error probability that approaches the minimum value yielding near-optimal contraction of Voronoi regions for pruning of blind decoding results.
Keywords :
Bayes methods; Long Term Evolution; Rayleigh channels; channel coding; computational geometry; correlation methods; cyclic redundancy check codes; decision theory; decoding; probability; wireless channels; Bayes principle; CRC; FA rate; LTE; Long-Term Evolution; Rayleigh fading channel; SCM; SNR; Voronoi region; blind decoding; cyclic redundancy check; decision error probability; downlink control channel; false alarm rate; likelihood-based pruning; near-optimal contraction; signal-to-noise ratio; soft correlation metric; word length 16 bit; Approximation methods; Decoding; Downlink; Fading; Null space; Phase shift keying; Signal to noise ratio; Bayes procedures; LTE downlink control channel; PDCCH false alarm; blind decoding; decision making; decision-making; error correction coding; error detection coding; signal detection;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2015.2427356
Filename :
7096981
Link To Document :
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