DocumentCode
35693
Title
A Computationally Efficient Discrete Bit-Loading Algorithm for OFDM Systems Subject to Spectral-Compatibility Limits
Author
Thanh Nhan Vo ; Amis, Karine ; Chonavel, Thierry ; Siohan, Pierre
Author_Institution
Lab.-STICC, Telecom Bretagne, Brest, France
Volume
63
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
2261
Lastpage
2272
Abstract
This paper considers bit-loading algorithms to maximize throughput under total power and spectral mask constraints in interference-free OFDM systems. The contribution is twofold. First, we propose a simple criterion to switch between two well-known algorithms from the literature: the conventional Greedy and Greedy-based bit-removing (with maximum allowable bit loading initialization) algorithms. Second, we present a new low-complexity loading algorithm that exploits the bit vector obtained by rounding the water-filling algorithm solution to the associated continuous-input rate maximization problem as an efficient initial bit vector of the Greedy algorithm. We theoretically prove that this bit vector has two interesting properties. The first one states that it is an efficient bit vector, i.e., there is no movement of a bit from one subcarrier to another that reduces the total used power. The second one states that the optimized throughput, starting from this initial bit vector, is achieved by adding or removing bits on each subcarrier at most once. Simulation results show the efficiency of the proposed algorithm, i.e., the achievable throughput is maximized with significant reduction of computation cost as compared to many algorithms in the literature.
Keywords
OFDM modulation; computational complexity; cost reduction; greedy algorithms; optimisation; vectors; computation cost reduction; computationally efficient discrete bit-loading algorithm; continuous-input rate maximization problem; efficient bit vector; greedy-based bit-removing algorithm; interference-free OFDM system; lowcomplexity loading algorithm; maximum allowable bit loading initialization algorithm; spectral mask constraint; spectral-compatibility limit; water-filling algorithm; Algorithm design and analysis; Complexity theory; Greedy algorithms; Loading; OFDM; Switches; Throughput; Bit-loading; Greedy Algorithm; Greedy algorithm; Low-complexity algorithm; OFDM; Rate adaptive; low-complexity algorithm; rate-adaptive;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2015.2424890
Filename
7090984
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