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LINEAR PRECODING FOR MIMO WITH LDPC CODING AND REDUCED COMPLEXITY
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LINEAR PRECODING FOR MIMO WITH LDPC CODING AND REDUCED COMPLEXITY

Category : Communication


Sub Category : MIMO-LDPC


Project Code : ITCM12


Project Abstract

In this paper, the problem of designing a linear precoder for Multiple-Input Multiple-Output (MIMO) systems employing Low-Density Parity-Check (LDPC) codes is addressed under the constraint of minimizing the dependence between the system’s receiving branches, thus reducing the relevant transmitter and receiver complexities. Our approach constitutes an interesting generalization of Bit-Interleaved Coded Modulation with Multiple Beamforming (BICMB) which has shown many benefits in MIMO systems. We start with a Pareto optimal surface modeling of the system and show the difficulty involved in the corresponding optimization problem. We then propose an alternative, practical technique, called Per-Group Precoding (PGP), which groups together multiple input symbol streams and corresponding receiving branches in the “virtual” channel domain (after singular value decomposition of the original MIMO channel), and thus   results in independent transmitting/receiving streams between groups. We show with numerical results that PGP offers almost optimal performance, albeit with significant reduction both in the precoder optimization and LDPC EXIT chart based decoding complexities.



EXISTING SYSTEM

PROPOSED SYSTEM

EXISTING CONCEPT

 

 BICMB- OFDM MIMO was based on two over optimistic assumptions.

   First, the sth singular values realized by SVD at all subcarriers were assumed to be independent and identically distributed, which is not practical in general.

 

 Second, the bit interleaver was assumed to satisfy the condition that at least one error bit of each error event is carried on the sub channels with each index s, which is not always valid. Moreover,

 

 The relation between the diversity and the combination of the bit interleaver and the convolutional code was not investigated well enough.

 

PROPOSED CONCEPT

  

PGP offers very good performance with significantly reduced complexity both at the precoder design and receiver levels, due to the independence among different groups and it can be successfully applied

 

EXISTING TECHNIQUE:

    optimal technique used.

    MWF techniques.

 

PROPOSED TECHNIQUE:

 Per-Group Precoding (PGP)

  linear precoding techniques.

 

TECHNIQUE DEFINITION:

 

The expense of significantly increased system complexity, even for small modulation constellation size M In addition, the interesting design of requires a significant computational complexity increase at the receiver, even in its simplified implementation for M-ary Phase Shift Keying systems

.

TECHNIQUE DEFINITION:

 

PGP offers very good performance with significantly reduced complexity both at the precoder design and receiver levels, due to the independence among different groups and it can be successfully applied

 

DRAWBACKS

 

Complexity is High.

  It perform high power.

  Transmitter and receiver complexities high.

 

ADVANTAGES

  Complexity is low.

 

 It perform low power

 Reducing the relevant transmitter and receiver complexities.

   power–efficient applications

 

 


 
 
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