Blind Detection with Polar Codes
May 04, 2017 Β· Declared Dead Β· π IEEE Communications Letters
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Authors
Carlo Condo, Seyyed Ali Hashemi, Warren J. Gross
arXiv ID
1705.01864
Category
cs.IT: Information Theory
Citations
38
Venue
IEEE Communications Letters
Last Checked
6 months ago
Abstract
In blind detection, a set of candidates has to be decoded within a strict time constraint, to identify which transmissions are directed at the user equipment. Blind detection is an operation required by the 3GPP LTE/LTE-Advanced standard, and it will be required in the 5th generation wireless communication standard (5G) as well. We propose a blind detection scheme based on polar codes, where the radio network temporary identifier (RNTI) is transmitted instead of some of the frozen bits. A low-complexity decoding stage decodes all candidates, selecting a subset that is decoded by a high-performance algorithm. Simulations results show good missed detection and false alarm rates, that meet the system specifications. We also propose an early stopping criterion for the second decoding stage that can reduce the number of operations performed, improving both average latency and energy consumption. The detection speed is analyzed and different system parameter combinations are shown to meet the stringent timing requirements, leading to various implementation trade-offs.
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