Deep learning for joint channel estimation and signal detection in OFDM systems

X Yi, C Zhong - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
In this letter, we propose a novel deep learning based approach for joint channel estimation
and signal detection in orthogonal frequency division multiplexing (OFDM) systems by …

Robust modified MMSE estimator for comb-type channel estimation in OFDM systems

LU Khan, MI Babar, Z Sabir - 2013 15th International …, 2013 - ieeexplore.ieee.org
Orthogonal frequency division multiplexing (OFDM) is used for wireless data transfer
because of its robustness to narrow band interference, frequency selective fading and …

Compressed sensing based channel estimation for fast fading OFDM systems

X Zhou, Y Fang, M Wang - Journal of Systems Engineering and …, 2010 - ieeexplore.ieee.org
A compressed sensing (CS) based channel estimation algorithm is proposed by using the
delay-Doppler sparsity of the fast fading channel. A compressive basis expansion channel …

A new type of comb pilot in FBMC/OQAM

C Hao, S Wu, X Liu, K Ma - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
Scattered pilot-aided channel estimation in offset QAM-based filter bank multicarrier
(FBMC/OQAM) systems has so far been only considered for slow fading channels. In more …

[PDF][PDF] Kalman filter and recurrent neural network based hybrid approach for space time block coded-MIMO set-up with Rayleigh fading

P Gogoi, KK Sarma - 13th WSEAS international conference on neural …, 2012 - academia.edu
In this paper, an optimized channel estimation and symbol detection technique using a
combination of Kalman Filter (KF) and Recurrent Neural Networks (RNN) is proposed. The …

Hybrid channel estimation scheme for IEEE 802.11 n-based STBC MIMO system

P Gogoi, KK Sarma - 2012 International Conference on …, 2012 - ieeexplore.ieee.org
In this paper, we have proposed a Kalman Filter (KF)-Recurrent Neural Network (RNN)
based channel estimator block for Multiple-Input Multiple-Output (MIMO) multipath fading …

Kalman filter and semi-blind technique-based channel estimation for coded STBC multi-antenna set-ups in faded wireless channels

P Gogoi, KK Sarma - International Journal of Information …, 2014 - inderscienceonline.com
Alamouti's space-time block coding (STBC) with diversity gains provide improved
performance in faded channels. Alamouti's transmit diversity scheme, however, relies on the …

[PDF][PDF] Phase tracking and cci cancellation in severely faded rayleigh mimo channel

D Goswami, KK Sarma - IJCA Proceedings on Mobile and …, 2013 - academia.edu
Multi input multi output system (MIMO) has become a viable option to meet the demand of
high data rate wireless communication. But MIMO system performance is severely affected …

Performance Analysis of PAPR and LS Estimation in OFDM Systems

LU Khan - IEIE Transactions on Smart Processing and Computing, 2014 - koreascience.kr
The inherent feature of the highly efficient spectrum usage has made Orthogonal Frequency
Division Multiplexing (OFDM) preferable for Communication Standards. This study …

[PDF][PDF] CCI CANCELLATION USING KF IN FADED MIMO CHANNELS

D Goswami, KK Sarma - measurement, 2013 - academia.edu
Multi input multi output system (MIMO) has become a viable option to meet the demand of
high data rate wireless communication. But MIMO system performance is severely affected …