Fuzzy Based Adaptive Controller for on - Chip Communication

Authors

  • M Jasmin
  • T Vigneswaran

DOI:

https://doi.org/10.14419/ijet.v7i3.27.17973

Published:

2018-08-15

Keywords:

Error control, reconfigurable, SoC, communication, fuzzy controller.

Abstract

Occurrence of bit error is more when communication takes place in System on chip environment. By employing proper error detection and correction codes the bit error rate can be considerably reduced in On-chip communication. As System on chip involves heterogeneous system the efficiency of communication is improved when reconfigurable multiple coding schemes are preferred. Depending upon the requirements for various subsystem the correct code has to be selected. Due to the variations in input demands based on various subsystems the proper selection of codes become fuzzy in nature. In this paper Fuzzy Controller is designed to select the correct coding scheme. Inputs are given to the fuzzy controller based on the application demand of the user. The input parameters are minimum bit error rate, computational complexity and correlation level of the input data. Fuzzy Controller employs three membership functions and 27 rules to select the appropriate coding scheme. The selected coding scheme should be communicated at the proper time to the decoder. To enable the decoding process selected coding scheme is communicated effectively by using less overhead frame format. To verify the functionality of fuzzy controller random input data sets are used for testing.

 

 

References

[1] Nastaran S & Arash D, “A Fuzzy-Based Power-Aware Routing Algorithm for Network on Chipâ€, 12th International Conference on Advanced Communication Technology, (2010), pp.1159-1163.

[2] Dally WJ & Towles B, “Route Packets, Not Wires: On-Chip Interconnection Networksâ€, IEEE Proceedings of the Design Automation Conference, Yokohama, Japan, (2001), pp.684-689.

[3] Ivanov A & Micheli GD, “The Network -on-Chip Paradigm in Practice and Researchâ€, IEEE Design and Test of Computers, Vol.22, No.5, (2005), pp.399-403.

[4] Guerrier P & Greiner A, “A generic architecture for on-chip packet-switched interconnectionsâ€, Design, Automation and Test in Europe (DATE’00), (2000), pp.250–256.

[5] Acsia G, Catania V, Pales M & Patti D, “A New Selection Strategy for on-Chip Networksâ€, IEEE Embedded Systems for Real Time multimedia, Vol.22, No.5, (2008), pp.79-84.

[6] Amlan G, Partha P, Benjamin B & Alireza N, “A Unified Error Control Coding Scheme to Enhance the Reliability of a Hybrid Wireless Network-on-Chipâ€, IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), (2011), pp.277-285.

[7] Pavlidis VF & Friedman EG, “3-D Topologies for Networks-on-Chipâ€, IEEE Transactions on Very Large Scale Integration (VLSI), Vol.15, No. 10, (2007), pp.1081-1090.

[8] Shacham A, “Photonic Network-on-Chip for Future Generations of Chip Multi-Processorsâ€, IEEE Transactions on Computers, Vol.57, No.9, (2008), pp.1246-1260.

[9] Chang MF, “CMP Network-on-Chip Overlaid With Multi-Band RF-Interconnectâ€, IEEE International Symposium on High Performance Computer Architecture (HPCA), (2008), pp.191-202.

[10] Zhao D & Wang Y, “SD-MAC: Design and Synthesis of a Hardware-Efficient Collision-Free QoS-Aware MAC Protocol for Wireless Network-on Chipâ€, IEEE Transactions on Computers, Vol.57, No.9, (2008), pp.1230-1245.

[11] Sridhara SR & Shanbhag NR, “Coding for System-on-Chip Networks: A Unified Frameworkâ€, IEEE Transactions on Very Large Scale Integration (TVLSI) Systems, Vol.13, No.6, (2005), pp.655-667.

[12] Ganguly A, “Crosstalk-Aware Channel Coding Schemes for Energy Efficient and Reliable NoC Interconnectsâ€, IEEE Transactions on VLSI (TVLSI), Vol.17, No.(11), (2009), pp.1626-1639.

[13] Phan, HP & Tran, XT, “A fuzzy-logic based voltage-frequency controller for network-on-chip routersâ€, IEEE 11th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME), (2015), pp.192-195..

[14] Akhpanov, S. Sabitov, R. Shaykhadenov (2018). Criminal pre-trial proceedings in the Republic of Kazakhstan: Trend of the institutional transformations. Opción, Año 33. 107-125.

[15] D, Ibrayeva, Z Salkhanova, B Joldasbekova, Zh Bayanbayeva (2018). The specifics of the art autobiography genre. Opción, Año 33. 126-151.

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