Efficient Droplet Router for Digital Microfluidic Biochip using Particle Swarm Optimizer

被引:2
|
作者
Pan, Indrajit [1 ]
Samanta, Tuhina [2 ]
机构
[1] RCC Inst Informat Technol, Dept Informat Technol, Canal South Rd, Kolkata 700015, India
[2] Bengal Engn & Sci Univ, Dept Informat Technol, Howrah 711103, W Bengal, India
关键词
Droplet Routing; Digital Microfluidic Biochip; Meta Heuristic System; Multi Objective Optimization; Particle Swarm optimization; ROUTING ALGORITHM;
D O I
10.1117/12.2012352
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Digital Microfluidic Biochip has emerged as a revolutionary finding in the field of micro-electromechanical research. Different complex bioassays and pathological analysis are being efficiently performed on this miniaturized chip with negligible amount of sample specimens. Initially biochip was invented on continuous-fluid-flow mechanism but later it has evolved with more efficient concept of digital-fluid-flow. These second generation biochips are capable of serving more complex bioassays. This operational change in biochip technology emerged with the requirement of high end computer aided design needs for physical design automation. The change also paved new avenues of research to assist the proficient design automation. Droplet routing is one of those major aspects where it necessarily requires minimization of both routing completion time and total electrode usage. This task involves optimization of multiple associated parameters. In this paper we have proposed a particle swarm optimization based approach for droplet routing. The process mainly operates in two phases where initially we perform clustering of state space and classification of nets into designated clusters. This helps us to reduce solution space by redefining local sub optimal target in the interleaved space between source and global target of a net. In the next phase we resolve the concurrent routing issues of every sub optimal situation to generate final routing schedule. The method was applied on some standard test benches and hard test sets. Comparative analysis of experimental results shows good improvement on the aspect of unit cell usage, routing completion time and execution time over some well existing methods.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Algorithm for Fault Localization on a Digital Microfluidic Biochip using Particle Swarm Optimization Technique
    Mukherjee, Subhamita
    Pan, Indrajit
    Samanta, Tuhina
    2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2016, : 602 - 605
  • [2] Defect Aware Droplet Routing Technique in Digital Microfluidic Biochip
    Mukherjee, Subhamita
    Banerjee, Indrajit
    Samanta, Tuhina
    SOUVENIR OF THE 2014 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2014, : 30 - 35
  • [3] Cross Router: A Droplet Router for Cross-Referencing Digital Microfluidic Biochips
    Xiao, Zigang
    Young, Evangeline F. Y.
    2010 15TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC 2010), 2010, : 265 - 270
  • [4] A High-Performance Droplet Router for Digital Microfluidic Biochips
    Cho, Minsik
    Pan, David Z.
    ISPD'08: PROCEEDINGS OF THE 2008 ACM INTERNATIONAL SYMPOSIUM ON PHYSICAL DESIGN, 2008, : 200 - 206
  • [5] A Flooding-Based Droplet Routing Protocol for Digital Microfluidic Biochip
    Swain, Jyotiranjan
    Pyne, Sumanta
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2023, 32 (17)
  • [6] A Multi-path Droplet Routing Protocol for Digital Microfluidic Biochip
    Swain J.
    Pyne S.
    Informatica, 2024, 7 (95-102): : 95 - 102
  • [7] Complex optimization problems using highly efficient particle swarm optimizer
    Lei, Kaiyou
    Pu, Changjiu
    Telkomnika (Telecommunication Computing Electronics and Control), 2014, 12 (04) : 1023 - 1030
  • [8] Efficient Population Utilization Strategy for Particle Swarm Optimizer
    Hsieh, Sheng-Ta
    Sun, Tsung-Ying
    Liu, Chan-Cheng
    Tsai, Shang-Jeng
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 39 (02): : 444 - 456
  • [9] Efficient Fault Detection and Diagnosis of Digital Microfluidic Biochip Using Multiple Electrodes Actuation
    Ghosh, Sourav
    Maity, Dolan
    Chowdhury, Arijit
    Roy, Surajit Kumar
    Giri, Chandan
    2020 IEEE INTERNATIONAL TEST CONFERENCE INDIA (ITC INDIA), 2020, : 101 - 104
  • [10] Droplet Routing and Wash Droplet Scheduling Algorithm to Remove Cross-contamination in Digital Microfluidic Biochip
    Pan, Indrajit
    Chatterjee, Soumyajit
    Samanta, Tuhina
    2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2012, : 155 - 160