Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Article type: Research Article
Authors: Sorna Keerthi, R.a; * | Meena Alias Jeyanthi, K.b
Affiliations: [a] Department of Electronics and Communication Engineering, University College of Engineering, Ramanathapuram, Tamilnadu, India | [b] Department of Electronics and Communication Engineering, PSNA College of Engineering and Technology, Dindigul, Tamilnadu, India
Correspondence: [*] Corresponding author. R. Sorna Keerthi, Department of Electronics and Communication Engineering, University College of Engineering, Ramanathapuram, Tamilnadu – 623 513, India. E-mail: [email protected].
Abstract: LTE-A downlink transfers data and control information from base station to mobile. To reduce the mean square error between original and estimated channel, pilot/training based channel estimation like Least Square Error (LSE) and Linear Minimum Mean Square Error (LMMSE) are ubiquitous for most wireless standards. To optimize the channel, many intelligent optimized techniques were developed. GA has no guarantee in finding global optima and high convergence time. ANN suits only linear solutions and more training period. PSO fits high dimensional space but needs more iterations. ABC has limited search space by initial solution. CS requires large resources and high computational time. To overcome these effects, an effortless Trellis Coded Firefly Optimized LMMSE based algorithm is proposed to estimate the channel. TCM has high spectral efficiency, more data rate and reduced error. FA has low complexity, easy implementation, automatic subdivision of groups to find local/global optima and ability to deal with multimodality. At SNR = 10 dB, LSE has high MSE of 10–2, LMMSE has 15.85% reduced MSE than LSE. The previous optimized methods have MSE ranging from 10–3 to 10–2 but the proposed method with 64-QAM has MSE range of 10–5 to 10–4, which is 100 times reduced.
Keywords: LTE-A downlink, trellis coder, firefly algorithm, channel estimation, mean square error
DOI: 10.3233/JIFS-17840
Journal: Journal of Intelligent & Fuzzy Systems, vol. 34, no. 6, pp. 4331-4344, 2018
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]