A systematic approach to the design of distributed wearable systems

被引:44
作者
Anliker, U
Beutel, J
Dyer, M
Enzler, R
Lukowicz, P
Thiele, L
Tröster, G
机构
[1] ETH Zentrum, Elect Lab, CH-8092 Zurich, Switzerland
[2] ETH Zentrum, Comp Engn & Networks Lab, CH-8092 Zurich, Switzerland
关键词
wearable computers; distributed architectures; evolutionary computing and genetic algorithms; modeling of computer architecture;
D O I
10.1109/TC.2004.36
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Wearable computing has recently gained much popularity as an ambitious vision for future personalized mobile systems. Its aim is intelligent, environment aware systems unobtrusively embedded into the mobile environments of their users. With the combination of complex processing requirements, the necessity of placing sensors and input/output modules at different locations on the user's body, and stringent limits on size, weight, and battery capacity, the design of such systems is an inherently challenging problem. This paper demonstrates how systematic design and quantitative analysis can be applied to wearable architectures. We first present a model that allows various factors influencing the design of a wearable system to be incorporated into formal cost metrics. In particular, we show how to consistently incorporate specific wearable factors such as device placement requirements, ergonomics, and dynamic workload profiles into the model. We then discuss how efficient estimation algorithms can be extended and applied to the evaluation of different architectures with respect to our cost metrics. Finally, we discuss quantitative results from a proof-of-concept case study showing the trade offs between different architectures for a given wearable scenario. Summarized, this paper demonstrates how the description and the design of wearable systems can be put on a systematic, formal basis allowing us to treat them similar as conventional embedded systems.
引用
收藏
页码:1017 / 1033
页数:17
相关论文
共 40 条
[1]  
Analog Devices, 1994, ADSP 21000 FAM APPL, V1
[2]  
[Anonymous], 1994, SYNTHESIS OPTIMIZATI, DOI DOI 10.5555/541643
[3]   SimpleScalar: An infrastructure for computer system modeling [J].
Austin, T ;
Larson, E ;
Ernst, D .
COMPUTER, 2002, 35 (02) :59-+
[4]   Contrasting paradigms for the development of wearable computers [J].
Baber, C ;
Haniff, DJ ;
Woolley, SI .
IBM SYSTEMS JOURNAL, 1999, 38 (04) :551-565
[5]   System-level synthesis using evolutionary algorithms [J].
Blickle, T ;
Teich, J ;
Thiele, L .
DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 1998, 3 (01) :23-58
[6]  
*CHARM TECHN INC, 2002, HOM
[7]   Performance characterization of the Alpha 21164 microprocessor using TP and SPEC workloads [J].
Cvetanovic, Z ;
Bhandarkar, D .
SECOND INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, PROCEEDINGS, 1996, :270-280
[8]  
Daemen Joan, 2002, DESIGN RIJNDAEL AES
[9]   Conflicting criteria in embedded system design [J].
Eisenring, M ;
Thiele, L ;
Zitzler, E .
IEEE DESIGN & TEST OF COMPUTERS, 2000, 17 (02) :51-59
[10]  
Gupta R. K., 1995, COSYNTHESIS HARDWARE