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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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A dual model node based optimization algorithm for simultaneous escape routing in PCBs.

Asad Ali1, Anjum Naveed2, Muhammad Zeeshan2

  • 1National Chiao Tung University, Taiwan, Taiwan.

Peerj. Computer Science
|May 12, 2021
PubMed
Summary
This summary is machine-generated.

This study introduces an automated algorithm for Simultaneous Escape Routing (SER), significantly improving PCB design efficiency. The new method achieves 99.9% routability and faster processing times compared to existing solutions.

Keywords:
Escape routingOptimizationPrinted Circuit Boards (PCB)Simultaneous escape routing (SER)

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Area of Science:

  • Electrical Engineering and Computer Science
  • Integrated Circuit Design
  • Printed Circuit Board (PCB) Layout

Background:

  • Simultaneous Escape Routing (SER) involves simultaneously routing pins from multiple pin arrays, a complex task not adequately addressed by prior research.
  • Increasing pin array complexity makes manual SER in PCBs inefficient and time-consuming, necessitating automated solutions.
  • Existing routing algorithms often struggle with high routability or exhibit large time complexities.

Purpose of the Study:

  • To develop an optimal, automated algorithm for solving the Simultaneous Escape Routing (SER) and area routing problems.
  • To improve routability and reduce processing time compared to existing state-of-the-art algorithms.
  • To provide a solution that is independent of grid topology and component pin arrangement.

Main Methods:

  • A network flow-based optimal algorithm utilizing integer linear programming (ILP) was developed.
  • The algorithm solves the SER problem in two stages: escaping pins to array boundaries and then connecting them.
  • The approach was tested on various benchmark grid sizes.

Main Results:

  • The proposed algorithm achieves 99.9% routability, surpassing existing methods.
  • It demonstrates superior performance in terms of time consumption compared to current algorithms.
  • The algorithm's independence from grid topology and component pin arrangement highlights its robustness.

Conclusions:

  • The proposed network flow-based ILP algorithm effectively solves the complex SER problem.
  • It offers significant improvements in both routability and efficiency for PCB design.
  • This automated approach represents a superior alternative to existing methods for complex routing challenges.