A tree-systolic array of DLMS adaptive filter

نویسندگان

  • Lan-Da Van
  • Shing Tenqchen
  • Chia-Hsun Chang
  • Wu-Shiung Feng
چکیده

Indexing terms: Maximum driving, Systolic array ABSTRACT In this work, we develop an optimized binary tree-level rule for the design of systolic array structure of Delay LMS (DLMS) adaptive filter Using our developed method higher convergence rate can be obtained without sacriJictng the properties of systolic array structure. Also, based on our optimized tree rule, user can easily design any even-number tap adaptive system with minimum delay and high regularity under the constraints of maximum drtvtng and the total number of taps, effkient implementation of an adaptive filter. It is our motivation to design a rule suitable for chip realization. This paper presents a modified systolic implementation of the DLMS algorithm in which we propose a rule for designer to decide the delay stage (i.e., tree level) and to insert delay element to construct the systolic array suitable for VLSI design. Finally, we verify our systolic array structure via two examples; that is, one is the system identification [7] and the other is adaptive equalizer [2] by computer simulation.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Efficient Systolic Architecture for the DLMS Adaptive Filter and Its Applications

In this paper, we propose an efficient systolic architecture for the delay least-mean-square (DLMS) adaptive finite impulse response (FIR) digital filter based on a new tree-systolic processing element ( ) and an optimized tree-level rule. Applying our tree-systolic , a higher convergence rate than that of the conventional DLMS structures can be obtained without sacrificing the properties of th...

متن کامل

VHDL Implementation for Adaptive FIR filter and its Novel Application using Systolic Architecture

The systolic architecture is an arrangement of processor where data flows synchronously across array element. To obtain perfect solution parallel computing is use in contradiction. The tremendous growth of computer and Internet technology wants a data to be process with a high speed and in a powerful manner. In such complex environment, the conventional methods of performing multiplications are...

متن کامل

Low-Power Configurable Processor Array for DLMS Adaptive Filtering

I n this paper, we first present a pipelined delayed least mean square (DLMS) adaptive filter architecture whose power dissipation meets a specified budget. This low-power architecture exploits the parallelism in the DLMS algorithm to meet the required computational throughput. The architecture exhibits a novel tradeoff between algorithmic performance and power dissipation. This architecture is...

متن کامل

Performance Evaluation of LMS and DLMS Digital Adaptive FIR Filters by Realization on FPGA

The aim of this paper is to implement the adaptive digital Least Mean Square (LMS) and delayedLMS (DLMS) Finite Impulse Response (FIR) filters on Field Programmable Gate Array (FPGA) chips for typical noise cancellation applications and compare the behaviour of LMS and DLMS adaptive algorithms in terms of chip area utilization and the filter critical path time or filter frequency. The direct FI...

متن کامل

A Review on VHDL Implementation for Adaptive Finite Impulse Response filter and its novel applications using Systolic Architecture

The evolution of computer and Internet has brought demand for powerful and high speed data processing. In such complex environment, the conventional methods of performing matrix multiplications are not suitable to obtain the perfect solution. To handle above addressed issue, parallel computing is proposed as a solution to the contradiction. The DLMS adaptive algorithm minimizes approximately th...

متن کامل

ذخیره 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 1999