JOURNAL ARTICLE

Data Aided Channel Estimation for MIMO-OFDM Wireless Systems Using Reliable Carriers

Inaamullah KhanMichael CheffenaMohammad Mahmudul Hasan

Year: 2023 Journal:   IEEE Access Vol: 11 Pages: 47836-47847   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Wireless channel estimation is one of the challenging problems in multiple input multiple output orthogonal frequency division multiplexing (MIMO-OFDM) wireless systems. The MIMO-OFDM exploits the spatial resources and increases the reliability and capacity of wireless systems. However, the performance of these systems depends on accurate channel estimation since the receivers require perfect channel state information (CSI) for coherent signal detection. Thus, wireless channel estimation is a necessary component of OFDM systems. In this article, we have proposed an algorithm for MIMO-OFDM systems that combines pilot symbols with reliable data symbols for channel estimation. The reliable data symbols serve as virtual pilots and enhance the spectral efficiency of the system. The proposed data aided channel estimation (DACE) algorithm eliminates the requirement of any additional resources such as excessive number of training sequences to attain the desired performance. Also, it outperforms the traditional least square (LS) and linear minimum mean square error (LMMSE) methods for channel estimation in terms of mean square error (MSE) and bit error rate (BER) performance of the system.

Keywords:
Orthogonal frequency-division multiplexing Computer science MIMO-OFDM MIMO Channel (broadcasting) Bit error rate Wireless Channel state information Minimum mean square error Multi-user MIMO Spectral efficiency Reliability (semiconductor) Spatial multiplexing Algorithm Telecommunications Mathematics Statistics

Metrics

23
Cited By
3.82
FWCI (Field Weighted Citation Impact)
65
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Wireless Signal Modulation Classification
Physical Sciences →  Computer Science →  Artificial Intelligence
Error Correcting Code Techniques
Physical Sciences →  Computer Science →  Computer Networks and Communications

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