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Real-time signal processing using DSP microprocessors - an undergraduate capstone design course at Georgia Tech

Real-time signal processing using DSP microprocessors - an u...

引用

ieee Digital Signal Processing Workshop

作者： T.P. Barnwell School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA USA

In 1996, Georgia Institute of technology completely revised its undergraduate curriculum as part of a process of switching from a quarter system to a semester system. Two elements of the new, combined electrical and computer engineering curriculum were that (1) DSP replaced circuits as the initial sophomore ECE course and (2) a new "capstone design" requirement was added at the senior level. As a result of these changes, a new course, real-time signal processing using DSP microprocessors, was created to fulfill the capstone design requirement. This paper presents a detailed description of the course and a detailed analysis of the course's performance over the past eight years. The author compares and contrasts the effectiveness of this course to earlier undergraduate courses that also covered real-time DSP theory and practice. The author also discusses the evolutionary effectiveness of modern DSP development tools in terms of ease of understanding, ease of use, and effectiveness as measured by student success.

关键词： Signal processing Digital signal processing Microprocessors Signal design Design engineering Process design application software Real time systems Education Circuits

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Proceedings 3rd ieee symposium on application-specific systems and software engineering technology

Proceedings 3rd IEEE Symposium on Application-Specific Syste...

引用

ieee Workshop on application-specific software engineering Technolog (ASSET)

Presents the title page of the proceedings record.

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Performance-based modeling for distributed object-oriented software 3

Performance-based modeling for distributed object-oriented s...

引用

3rd ieee International symposium on Signal Processing and Information technology

作者： Abdel-raouf, A Fergany, TA Ammar, R Sholl, H Univ Connecticut Dept Comp Sci & Engn Storrs CT 06269 USA

ISBN: (纸本)0780382927

Information systems are basically distributed while object oriented brings new issues in software engineering. Pairing distributed systems with object paradigms results in a distributed object model. Choosing the appropriate distributed object model is a multi-criteria decision problem. Performance is a key criterion that makes software developers be able to select the object-oriented system that best fit their requirements. Classical techniques and methodologies of performance analysis are either unsuitable or unnatural to capture performance behavior of Object-Oriented (OO) systems. In this paper, we present Performance-Based Model for Distributed Object-Oriented software (DOOS) and a methodology to analyze and evaluate its performance. The new model evaluates the overall time cost of DOOS system considering the communication overheads. while preserving the OO features such as encapsulations, information hiding, inheritance, Etc.

关键词： application software Computer science Costs Encapsulation Information systems Object oriented modeling Performance analysis Performance evaluation software engineering software performance

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Hyperbolic time-frequency power spectrum 3

Hyperbolic time-frequency power spectrum

引用

3rd ieee International symposium on Signal Processing and Information technology

作者： Le, KN Dabke, KP Egan, GK Griffith Univ Sch Engn Southport Qld 4215 Australia

ISBN: (纸本)0780382927

A new hyperbolic kernel and hyperbolic wavelet are presented along with their applications in signal detection and signal analysis. Comparisons are made between the hyperbolic kernel and highly-regarded Choi-Williams kernel. applications of the hyperbolic kernel are outlined. Parallel computing is used to calculate the bispectrum and time-frequency power spectrum with encouraging results. Up-to-date applications of time-frequency power spectra are discussed.

关键词： application software Autocorrelation Kernel Parallel processing Power engineering and energy Power engineering computing Signal detection Signal processing Time frequency analysis Wavelet analysis

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An agent version of a cluster server

An agent version of a cluster server

引用

3rd ieee/ACM International symposium on Cluster Computing and the Grid (CCGrid2003)

作者： Bezek, A Gams, M Jozef Stefan Inst Dept Intelligent Syst Ljubljana 1000 Slovenia

ISBN: (纸本)0769519199

Agent-oriented software engineering is promising substantial improvements especially for the design of distributed systems. But currently, there is a substantial gap between the massive number of publications advocating advantages of agents and the relatively small number of successful large applications. We present an agent-based cluster server application together with the analysis of advantages and disadvantages of the agent-based version compared to the non agent-based version of functionally similar cluster server application. Obtained experience is analyzed from the viewpoints of designers, developers and users. Observations confirm several previously published advantages of the agent-based approach and implementation;yet reveal some less familiar disadvantages as well. Overall, we argue that agents provide reasonable benefits already at this stage, while, we lack further agent-based research.

关键词： software agents

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Efficient modified-Sinc decimation filters 3

Efficient modified-Sinc decimation filters

引用

3rd ieee International symposium on Signal Processing and Information technology

作者： Rajic, G Babic, H ERICSSON Nikola Tesla Doo Zagreb 10000 Croatia

ISBN: (纸本)0780382927

In this paper, for first time, we introduce non-recursive multirate architecture for modified Sinc filters. These novel structures are combined with Cascaded Integrator-Comb (CIC) non-recursive structures and new general non-recursive architecture is proposed. Non-recursive structure can be achieved for any decimation factor that is of integer multiple form. For every stage, polyphase decomposition can be used. Polyphase decomposition combined with multistage structure result in power efficient architecture with greatly increases maximal sample rate as demonstrated with example.

关键词： application software Control systems Costs Decoding Digital filters Digital signal processing Energy consumption Finite impulse response filter Hardware Mobile communication

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A fast multilevel method for matching stereo images 3

A fast multilevel method for matching stereo images

引用

3rd ieee International symposium on Signal Processing and Information technology

作者： Hariti, M Ruichek, Y Koukam, A Univ Technol Belfort Montbeliard Lab Syst & Transports F-90010 Belfort France

ISBN: (纸本)0780382927

This paper presents a method, which performs edge stereo matching at different levels, from significant edges to less significant ones. At each level, the process starts by selecting significant edges with respect to their gradient magnitude. The selected edges are then matched in order to obtain reference edges from which less significant edges will be matched in the next level. The matching procedure is based on a voting scheme by using local and global constraints. The performance of the proposed stereo matching method is evaluated for real-time obstacle detection in front of a vehicle using linear cameras.

关键词： application software Cameras Computer vision Data mining Feature extraction Real time systems Road vehicles Stereo vision Vehicle detection Voting

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Component-based architecture for collaborative applications in Internet 3rd

引用

3rd International Workshop on software engineering and Middleware

作者： DePaoli, F Univ Studi Milano Bicocca Dipartimento Informat Sistemist & Comunicaz I-20126 Milan Italy

ISBN: (纸本)3540075496

As Internet has become the de-facto standard for any modem application, software needs to be reconsidered to address collaboration issues. Aspects like awareness and knowledge management are becoming vital to effective interactive software products. In this scenario, middleware plays a key role as enabling technology toward the goal of development of integrated workspaces. This paper describes a novel collaborative software system and discusses its component-based architecture. The aim of the system is to integrate dispersed knowledge to deliver comprehensive workspaces. Component technology enables the development of open systems that can be easily modified to accommodate both new features and new interaction styles. In the future, collaboration services are envisaged to become part of middleware services.

关键词： Open systems

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Recursive Renyi's entropy estimator for adaptive filtering 3

Recursive Renyi's entropy estimator for adaptive filtering

引用

3rd ieee International symposium on Signal Processing and Information technology, ISSPIT 2003

作者： Xu, Jian-Wu Erdogmus, D. Ozturk, M.C. Principe, J.C. Computational NeuroEngineering Laboratory Electrical and Computer Engineering Department University of Florida GainesvilleFL32611 United States

ISBN: (纸本)0780382927

Recently we have proposed a recursive estimator for Renyi's quadratic entropy. This estimator can accurately converge the results for stationary signals or track the changing entropy of nonstationary signals. We demonstrate the application of the recursive entropy estimator to supervised and unsupervised training of linear and nonlinear adaptive systems. The simulations suggest a smooth and fast convergence to the optimal solution with a reduced complexity in the algorithm as compared to the batch training approach using the same entropy-based criteria. The presented approach also allows on-line information theoretic adaptation of model parameters. © 2003 ieee.

关键词： Adaptive filters

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CMOS transconductor design for VHF filtering applications

CMOS transconductor design for VHF filtering applications

引用

Proceedings of the 2003 ieee International symposium on Circuits and systems

作者： Zhenying, Luo Li, M.F. Lian, Yong Rustagi, S.C. Sign. Processing and VLSI Design Lab Department of Electrical Engineering National University of Singapore Singapore 119260 Singapore Institute of Microelectronics Singapore 117685 Singapore

A new differential input CMOS transconductor circuit for VHF filtering application is introduced. The new circuit has a very high frequency bandwidth, large linear differential mode input range and good common mode signal rejection capability. Using 0.35μm CMOS technology with 3 V power supply, the transconductor has a ±0.9 V linear differential input range with a - 54.6dB total harmonic distortion (THD) and more than 1 GHz - 3dB bandwidth. A 3rd order elliptic low pass gm-C filter with a cutoff frequency of 150MHz is demonstrated as an application of the new transconductor.

关键词： Digital filters

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