• Title/Summary/Keyword: Viterbi Algorithm

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Performance Analysis of SOVA by Robust Equalization, Techniques in Nongaussian Noise Channel (비가우시안 잡음 채널에서 Robust 등화기법을 이용한 터보 부호의 SOVA 성능분석)

  • Soh, Surng-Ryurl;Lee, Chang-Bum;Kim, Yung-Kwon;Chung, Boo-Young
    • Journal of IKEEE
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    • v.4 no.2 s.7
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    • pp.257-265
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    • 2000
  • Turbo Code decoder is an iterate decoding technology, which extracts extrinsic information from the bit to be decoded by calculating both forward and backward metrics in each decoding step, and uses the information to the next decoding step. Viterbi decoder, which is for a convolutional code, runs continuous mode, while Turbo Code decoder runs by block unit. There are algorithms used in a decoder : which are MAP(maximum a posteriori) algorithm requiring very complicated calculation and SOVA(soft output Viterbi algorithm) using Viterbi algorithm suggested by Hagenauer, and it is known that the decoding performance of MAP is better. The result of this make experimentation shows that the performance of SOVA, which has half complex algorithm compare to MAP, is almost same as the performance of MAP when the SOVA decoding performance is supplemented with Robust equalization techniques.

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Design of Low-Complexity FSM based on Viterbi for Optimum Bluetooth GFSK Signal Receiver (최적의 Bluetooth GFSK 신호 수신을 위한 Viterbi 기반 저복잡도 FSM 설계)

  • Kwon, Taek-Won;Lee, Kyu-Man
    • Journal of Digital Convergence
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    • v.20 no.1
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    • pp.185-190
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    • 2022
  • Bluetooth is a common wireless technology that is widely used as a connection medium between various consumer electronic devices. The Bluetooth receiver usually adopts a Viterbi algorithm to improve signal-to-noise ratio performance, but requires complex hardware and calculations for continuous search and estimation for the irrational modulation indexes at the transmission. This paper proposes a non-coherent maximum estimation based 8-State Viterbi FSM to solve these complexity problems. The proposed optimal Viterbi FSM can detect Gaussian frequency-shfit keying symbol without any prior information and estimation for the modulation indexes. The HV1/HV2 packets are used for the estimation of the proposed algorithm and the simulation results have shown performance improvements with about 2dB for 10-3 BER compared to other ideal approaches such as decision direct method.

A Reduced Complexity Folding EPR4 Viterbi Detector (간단한 구조의 폴딩 EPR4 비터비 검출기)

  • 이천수;기훈재김수원
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.687-690
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    • 1998
  • The full Viterbi detector for EPRML read channel system needs large area due to complex computation. There are several conventional methods to reduce the complexity such as GVA(Generalized Viterbi Algorithm) and BMS(Branch Metric Shift). This paper proposes another method, FVD(Folding Viterbi Detector), that has state transition diagram folded with inverted states. Compared with GVA detector, FVD requires only 61% gates and has lower power consumption and better BER performance.

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Multiple Phase Differential Detection of Trellis-coded MDPSK-OFDM (트렐리스 부호화된 MDPSK-OFDM의 다중 위상차 검파)

  • Kim, Chong-Il
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2003.06a
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    • pp.217-221
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    • 2003
  • In this paper, the Viterbi decoder containing new branch metrics of the squared Euclidean distance with multiple order phase differences is introduced in order to improve the bit error rate (BER) in the differential detection of the trellis-coded MDPSK-OFDM. The proposed Viterbi decoder is conceptually same as the multiple Phase differential detection method that uses the branch metric with multiple phase differences. Also, we describe the Viterbi algorithm in order to use this branch metrics. Our study shows that such a Viterbi decoder improves BER performance without sacrificing bandwidth and power efficiency. Also, the proposed algorithm can be used in the single carrier modulation.

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An Adaptive Viterbi Decoder Architecture Using Reduced State Transition Paths (감소된 상태천이 경로를 이용한 적응 비터비 복호기의 구조)

  • Ko, Hyoungmin;Cho, Won-Kyung;Kim, Jinsang
    • Journal of Advanced Navigation Technology
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    • v.8 no.2
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    • pp.190-196
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    • 2004
  • The development of a new hardware structure which can implement the viterbi algorithm efficiently is required for applications such as a software radio because the viterbi algorithm, which is an error correction code function for the second and the third generation of mobile communication, needs a lot of arithmetic operations. The length of K in the viterbi algorithm different from each standard, for examples, K=7 in case of IS-95 standard and GSM standard, and K=9 in case of WCDMA and CDMA2000. In this paper, we propose a new hardware structure of an adaptive viterbi decoder which can decode the constraint length in K=3~9 and the data rate in 1/2 ~ 1/3. Prototyping results targeted to Altera Cyclon EPIC20F400C8, shows that the proposed hardware structure needs maximum 19,276 logic elements and power dissipation of 222.6 mW.

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Automated Design of Optimal Viterbi Decoders Using Exploration of Design Space (설계영역 탐색을 이용한 최적의 비터비 복호기 자동생성기)

  • Kim, Gi-Bo;Kim, Jong-Tae
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.38 no.4
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    • pp.277-284
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    • 2001
  • Viterbi algorithm is widely used in digital communication system for FEC(forward error correction). Each communication systems based on the Viterbi algorithm use specific Viterbi decoder which has different code parameter values. Even if Viterbi decoder has the same code parameters, it can be varied by the design architecture adopted. We propose the parameterized VHDL model generator for the efficiency of the design. It makes it possible to achieve shorter design time and lower design cost. The model generator searches the design space available and finds out the optimal design point to generate a decoder model.

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Low-Power Systolic Array Viterbi Decoder Implementation With A Clock-gating Method (Clock-gating 방법을 사용한 저전력 시스톨릭 어레이 비터비 복호기 구현)

  • Ryu Je-Hyuk;Cho Jun-Dong
    • The KIPS Transactions:PartA
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    • v.12A no.1 s.91
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    • pp.1-6
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    • 2005
  • This paper presents a new algorithm on low power survivor path memory implementation of the trace-back systolic array Viterbi algorithm. A novel idea is to reuse the already-generated trace-back routes to reduce the number of trace-back operations. And the spurious switching activity of the trace-back unit is reduced by making use of a clock gating method. Using the SYNOPSYS power estimation tool, DesignPower, our experimental result shows the average $40{\%}$ power reduction and $23{\%}$ area increase against the trace-back unit introduced in [1].

Signal Detection for Pattern Dependent Noise Channel (신호패턴 종속잡음 채널을 위한 신호검출)

  • Jeon, Tae-Hyun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.5
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    • pp.583-586
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    • 2004
  • Transition jitter noise is one of major sources of detection errors in high density recording channels. Implementation complexity of the optimal detector for such channels is high due to the data dependency and correlated nature of the jitter noise. In this paper, two types of hardware efficient sub-optimal detectors are derived by modifying branch metric of Viterbi algorithm and applied to partial response (PR) channels combined with run length limited modulation coding. The additional complexity over the conventional Viterbi algorithm to incorporate the modified branch metric is either a multiplication or an addition for each branch metric in the Viterbi trellis.

Performance Improvement Using Iterative Two-Dimensional Soft Output Viterbi Algorithm Associated with Noise Filter for Holographic Data Storage Systems

  • Nguyen, Dinh-Chi;Lee, Jaejin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.3
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    • pp.121-126
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    • 2014
  • Demand of the data storage becomes more and more growing. This requests the next generation of storage devices to have the dominated storage capability associated with superfast read/write rate. Holographic data storage (HDS) is investigated for a long time and is considered to be a candidate for the future storage system. However, it has two-dimensional intersymbol interference that conventional one-dimensional detection solutions have not yet handled strictly because of the complexity level of system as well as the cost. We propose a new scheme that combines iterative soft output Viterbi algorithm with noise filter for improving the bit error rate performance of HDS.

A Real-Time Implementation of Isolated Word Recognition System Based on a Hardware-Efficient Viterbi Scorer (효율적인 하드웨어 구조의 Viterbi Scorer를 이용한 실시간 격리단어 인식 시스템의 구현)

  • Cho, Yun-Seok;Kim, Jin-Yul;Oh, Kwang-Sok;Lee, Hwang-Soo
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.2E
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    • pp.58-67
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    • 1994
  • Hidden Markov Model (HMM)-based algorithms have been used successfully in many speech recognition systems, especially large vocabulary systems. Although general purpose processors can be employed for the system, they inevitably suffer from the computational complexity and enormous data. Therefore, it is essential for real-time speech recognition to develop specialized hardware to accelerate the recognition steps. This paper concerns with a real-time implementation of an isolated word recognition system based on HMM. The speech recognition system consists of a host computer (PC), a DSP board, and a prototype Viterbi scoring board. The DSP board extracts feature vectors of speech signal. The Viterbi scoring board has been implemented using three field-programmable gate array chips. It employs a hardware-efficient Viterbi scoring architecture and performs the Viterbi algorithm for HMM-based speech recognition. At the clock rate of 10 MHz, the system can update about 100,000 states within a single frame of 10ms.

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