network coding protocols for smart grid

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Network Coding Protocols for Smart Grid Communications TEAM- MASTERMINDS

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  • 1. Network Coding Protocols for Smart Grid Communications TEAM- MASTERMINDS
  • 2. STRUCTURE BACKGROUND PROPOSED NETWORK CODING PROTOCOLS COMPARISON RESULTS CONCLUSION 2
  • 3. B A C K G R O U N D SMART GRIDS SMART METERS CURRENTLY USED - MASTER SLAVE SCHEME 3
  • 4. A smart grid is an electricity network based on digital technology that is used to supply electricity to consumers via two-way digital communication. 4
  • 5. There are three main benefits to smart meters: SMART METER More accurate No one has to come to your home to read your meter Better oversight and management of our energy use 5
  • 6. CURRENTLY USED SCHEME The master (in this case, the substation) requests data from each slave (the secondary substation) in a Round Robin fashion. Master sends a data-request packet to the intended slave, followed by a transmission of data from slave If the data is received correctly, the master proceeds to the next slave. Otherwise, the master repeats the process 7
  • 7. GIST NETWORK CODING RLNC TUNABLE SPARSE CODING ONE PHASE ( NC) TWO PHASE ( NC- fb) 8
  • 8. WHY USE NETWORK CODING?? Network coding saves one transmission (thus saving energy) one time slot (thus reducing the delay) Structure of the coded packet for the general case. ATypical wireless coding example 9
  • 9. Tunable Sparse Coding There are three key ideas in tunable sparse network coding: 1 Sparse coding is more beneficial at the beginning of a transmission session 2 Dense coding is required towards the end of the sessions for fast completion 3 Sparse coding translates in reduced complexity 11
  • 10. C O M P A R I S O N R E S U L T S 13
  • 11. COMPARISON SETTINGS NS-2 network simulator Wireless Setting Collects one packet of 100 bytes from each sender every 15 min. FIRST EXPERIMENT 14
  • 12. 15 BS and the secondary substations are positioned within a rectangle of 3300 m per 2500m. Around each substation, we add 32 households
  • 13. (a) Average percentage of collected packets (c)Average collection time 16
  • 14. Topology shown in fig (a) fitting in a rectangle of 1000 m per 1400 m. 32 households are distributed uniformly at random within an annulus around each secondary substation, but with a minimum radius of 10 m and a maximum radius of 100 m. The remaining conditions are similar to the 1st experiment. SECOND EXPERIMENT 17
  • 15. (b)Average percentage of collected packets. (c) Average collection time. 18
  • 16. With network coding, the data packets are collected much sooner than the defined deadline. Compared with the MS reference protocol, the protocols discussed here exhibited a threefold (without explicit feedback) to tenfold (with explicit feedback) improvement in the collection time. 19