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EM-MAC: A Dynamic Multichannel Energy-Efficient MAC Protocol for Wireless Sensor Networks 2014. 11. 11 Bonhyun Koo Lei Tang*, Yanjun Sun †, Omer Gurewitz ‡, and David B. Johnson* *Department of Computer Science, Rice University, Houston, TX, USA † Systems and Applications R&D Center, Texas Instruments, Dallas, TX, USA ‡ Department of Communication Systems Engineering, Ben Gurion University, Israel MobiHoc’11
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Contents 1. Introduction (Goal and Contributions) 2. Related Works 3. EM-MAC Protocol Design - Design Overview - Dynamic Channel Selection - Precise and Quick Multichannel Rendezvous 4. Performance Evaluation - Multichannel Rendezvous - Multihop Networks - Wireless Interference 5. Conclusion
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1. Goal and Contributions Problem 1) Traffic Loads (Energy Efficient Operation and Robust Support for varying) 2) Wireless Interference (Example. Jamming Attacks) Purpose - Introduction of novel mechanism (EM-MAC) for adaptive receiver-initiated multichannel rendezvous and predictive wake-up scheduling - A predictive and asynchronous duty-cycling MAC protocol (no control channel, dynamic channel selection) Validation The lowest Sender and Receiver duty cycles and packet delivery latency 100% packet delivery ratio (PDR)
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2. Related Works - Comparison with previous MAC Protocols Channel TypeProtocolsProblems Single Radio Channel S-MAC, B-MAC, RI-MAC, PW-MAC, DW-MAC Limitation of Network Throughput Multiple Orthogonal Radio Channel Y-MAC, A-MAC, MMAC, CAM-MAC (Dedicated) Control Channel (interference, jamming attack) Multiple Channel MMSN, TMMAC (Assuming) Precise Time Synchronization MuChMAC Fixed Channel Set (without adapting to Channel Conditions)
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3. EM-MAC (Design Overview) Sender S, Receiver R Only three of the channels (i, j, and k) At the time of R’s second beacon, no node has a packet waiting to send to R. Protocol Example MICAz motes N ch = 16, T maxInterval =1500ms (500~1500ms) EM-MAC is a receiver-initiated MAC protocol A node sends a wake-up beacon to notify potential senders (awake and ready to receive data packets)
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3.1 EM-MAC Protocol Design EM-MAC uses a pseudorandom function (LCG : Linear Congruential Generator) Applied to (1) Channel and (2) Wake-up Time X n+1 = (aX n + c) mod m m > 0 is the modulus, a : multiplier c : increment X n : current seed X n+1 becomes the next seed m =7, a=3, c=0, X 0 =6 Example) X 1 = (3x6 + 0) mod 7 = 4 X 2 = (3x4 + 0) mod 7 = 5 X 7 = (3x2 + 0) mod 7 = 6 : 6,4,5,1,3,2, 6,4,5… period : m-1(6) X n+1 = (aX n + c) mod m XnXn X n+2 = (aX n+1 + c) mod m X k = (aX k-1 + c) mod m : Node’s MAC address
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3.1 EM-MAC Protocol Design (Sender) Prediction Mechanism - Predicts the wake-up times and channels of a receiver based on ‘prediction state’ : Sender (S) Receiver (R) : N ch = 16 T maxInterval =1500 ms T black = 100 s 1 2 3 4 16 1 2 3 4 Ch. Waiting T black + 2 x N ch x T maxInterval DATA I want to send my DATA! B B DATAB B set a flag (in Header) prediction state information (a, c, X n, timestamp) Channel next : (300x10+300) mod16 = 4 Interval next : (300x60+300) mod500= 100 (ms) Example: (300, 300, {10,60}, timestamp) B DATAB B B
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3.2 Dynamic Channel Selection 1) Detecting Channel Conditions 2) Multichannel Rendezvous with Blacklisted Channels - Nodes maintains for each channel “badness” metric. Ch.badness 15 21 :: 162 - Every Nodes maintains its own channel blacklist Reset after T black Time (1000 ms) (badness = 0) Assignment 2 bytes to Header
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3.3 Precise and Quick Multichannel Rendezvous 1) Adaptive Time Modeling 2) Sender Wake-up Time & Exponential Chase Algorithm y = kx + b k=1 case, it doesn’t need additional clock sync. y 1 = kx 1 +b y 2 = kx 2 +b DATA B B set a flag (in Header) timestamp y : the current time of R x : the current time of S k : clock rate difference b : initial clock difference Sender (S) Receiver (R) BB #1#2 wake-up advance time Fail reset wake-up advance time >T giveup Decision powered off or out of range
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4. Evaluation on MICAz MOTES 1) Performance on Multichannel Rendezvous Experimental Environments (S)(R) R’s clock rate was Increased (until the sender failed) Node wake-up interval : 1 s Wake-up adv. Time : 20 ms 30 times (repeat) R’s clock rate was accelerated by 3000ppm
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4. Evaluation on MICAz MOTES 3) Performance with Wireless Interference Performance With Wireless Interference and Jamming 2) Performance on Multihop Networks #flow1 #flow2 #flow3 28-byte data packet (every second)
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