Joint Channel Estimation and Turbo Decoding for OFDM-based Systems
نویسندگان
چکیده
In this paper, we propose a joint channel estimation and decoding scheme using soft bit output information in OFDM-based systems. In order to estimate the complex OFDM channel amplitudes, the estimation algorithms usually rely on the Pilot Signal Assisted Modulation (PSAM). We enhanced this method by using the soft code bits after each turbo decoding iteration in a feedback loop. This way, the quality of the initial channel estimation can be significantly increased without the need of using additional pilot symbols. The proposed algorithm is tested on a selection of different time and frequency selective fading channels based on Rayleigh fading discrete taps of an exponentially decaying average power delay profile. We compare the performance of our algorithm with other channel estimation techniques for two different sizes of the data frame and demonstrate gains in order of 1-2 dB. We also show that our algorithm is better suited for fast changing, highly frequency-selective channels.
منابع مشابه
Turbo Processing for Joint Channel Estimation, Synchronization, and Decoding in Coded MIMO-OFDM Systems
This paper proposes a turbo joint channel estimation, synchronization, and decoding scheme for coded multiple-input multipleoutput orthogonal frequency division multiplexing (MIMO-OFDM) systems. The effects of carrier frequency offset (CFO), sampling frequency offset (SFO), and channel impulse responses (CIRs) on the received samples are analyzed and explored to develop the turbo decoding proce...
متن کاملBlind Decoding of Multiple Description Codes over OFDM Systems via Sequential Monte Carlo
We consider the problem of transmitting a continuous source through an OFDM system. Multiple description scalar quantization (MDSQ) is applied to the source signal, resulting in two correlated source descriptions. The two descriptions are then OFDM modulated and transmitted through two parallel frequency-selective fading channels. At the receiver, a blind turbo receiver is developed for joint O...
متن کاملLayered turbo space-time coded MIMO-OFDM systems for time varying channels
A joint detection-estimation scheme is proposed for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. The transmitter employs a layered turbo space-time code. The iterative scheme proposed for the receiver integrates in one scheme turbo decoding, coantenna nterference suppression and channel estimation. A main observation is that the high coding gain...
متن کاملSemi-blind Channel Estimation and Iterative Detection for MIMO-OFDM Systems
The combination of MIMO and OFDM techniques has been recently explored for providing high speed data communication over fading dispersive channels. Bit interleaved coded modulation (BICM) architecture with iterative detection and decoding techniques (IDD) at the receiver has been found to attain good performance (close to Turbo MIMO) with moderate complexity. The scheme however relies on the av...
متن کاملImproved Channel Estimation for DVB-T2 Systems by Utilizing Side Information on OFDM Sparse Channel Estimation
The second generation of digital video broadcasting (DVB-T2) standard utilizes orthogonal frequency division multiplexing (OFDM) system to reduce and to compensate the channel effects by utilizing its estimation. Since wireless channels are inherently sparse, it is possible to utilize sparse representation (SR) methods to estimate the channel. In addition to sparsity feature of the channel, the...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2002