King Fahd University of Petroleum and Minerals Electrical
- Slides: 12
King Fahd University of Petroleum and Minerals Electrical Engineering Department Mr. Ali Hussain Mugaibel Dr. Maan Kousa 16 March 1999 CETEM’ 99 Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Topics of Discussion n Turbo Codes Introducing turbo codes. u Turbo Encoders u Turbo Decoders u n n Promises Challenges Can we Improve TC ? Conclusion Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Codin g Source Channel Convolutional Block 101101 X 0 + Input 1001011 0 0 10 D 1 0 00 D D 1 D 0110100 011011 011010 0 + (a) Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99 X 1
What are turbo codes ? n New class of CC. Introduced in 1993 by Berrou, Glavieux and Thitimajashima. n n Perform close to Shannon limit in terms of BER. Use iterative scheme with reference to the turbo engine principle. n Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Turbo Encoder n More than one CC are linked in parallel by interleavers. Information Source PAD X 0 Interleaver Enc 1 X 1 Enc 2 X 2 Puncturing & Parallel/Serial MUX Figure 1: Simplified Turbo Encoder Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99 to the channel
Turbo Encoder n Important factors : RSC encoders u Termination u Puncturing u Input X 0 + Input D D D + (a) D X 0 + X 1 D D D + (b) Figure 2: (a) Classical Non-Recursive Non- Systematic Code (b) Recursive Systematic Code Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99 D X 1
Turbo Decoder n SOVA: SOVA is supposed to be the least computation intensive method compared with MAP, Log. MAP, . . . )Interleaver 1)-1 Decoder 1 r 0 r 1 Interleaver 1 Decoder 2 DEMUX Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Turbo Decoder n Important factors : Iteration u DEMUX u Synchronization u n Main idea u The decoder will pass the hard decision together with a reliability estimate of this decision to the next decoder Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Promises n n n The major promise of turbo codes is their astonishing performance of bit error rate (BER) at relatively low Eb/N 0. For AWGN channel: for a frame size of 256=65536 bits we can achieve a BER=10 -5 at only Eb/N 0=0. 7 d. B, which is very close to Shannon limit. For a Rayleigh fading channel: a BER=10 -5 can be achieved at Eb/N 0=4. 3 d. B which represents a gain of 2. 3 d. B as compared to classical convolutional codes with similar complexity. Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Challenges n n n Delay: associated with interleaver and the iterative decoding algorithm. Complexity: in the optimal decoding algorithm. Can we use Turbo Codes for real time applications ? Can we improve Turbo Codes ? Can we introduce a mathematical model for the evaluation of different Turbo Codes ? Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Can We improve Turbo Codes ? A good understanding of the code ingredients will help to improve the code. n If we understand what the interleaver is doing we can introduce short frames suitable for real time applications. n Puncturing is very important to increase the rate to an applicable value. n The decoding algorithm can be sufficiently simplified yet with very minor degradation. n Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
Conclusion We have reviewed Turbo Codes and some of their promises and challenges. n n Turbo Codes are attracting more and more applications. More work can be done in understanding the effects of the codes ingredients on the performance. n n The decoding delay is a major challenge in turbo coding Turbo Coding can be applied as a case study for many of the existing systems ( GSM, IS(. … n Mugaibel/Kousa Turbo Codes: Promises and Challenges , CETEM' 99
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