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Published byDamian Richard Modified over 9 years ago
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Versatile Low Power Media Access for Wireless Sensor Networks Sarat Chandra Subramaniam
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Goals Low Power operation Effective collision avoidance Simple and predictable Small code size and RAM usage Tolerable to changing RF/networking conditions Scalable to large numbers of nodes
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In a nutshell (1) Low power operation achieved by: Clear Channel Assessment (reducing idle listening) Low Power Listening Adaptive preamble sampling Effective collision avoidance Factoring of MAC functionalities MAC reconfigurability
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In a nutshell (2) Tolerant to changing RF conditions Scalable to large number of nodes
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Significant Contributions More flexible and more tunable as small core and factored functionality RTS/CTS, ACKs, etc are considered higher layer functionality (services) Has bidirectional (set and get) interfaces to MAC functionalities Applications can turn them on and off – therefore adaptable to radio environment Clear channel assessment with outlier detection
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Core MAC functionalities FUNCTIONMETHOD Channel ArbitrationCCA (sense if channel is busy) and packet backoffs (if busy, then backoff – congestion backoff).Start by backing off – initial backoff ReliabilityLink Layer Acks Low power commsLow Power Listening (LPL)
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Reconfigurability All core functionalities can be configured (either modifiable or modifiable and removable) Use? Adaptability to traffic conditions Scalability to include larger/smaller number of nodes Adaptability to radio environment
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CCA (1) BMAC solution: ‘software automatic gain control’ Signal strength samples taken when channel is assumed to be free Samples go in a FIFO queue (sliding window) Median added to an EWMA filter Once noise floor is established, a TX requests starts monitoring RSSI from the radio
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CCA (2) Comparing signal strength with noise floor causes false negatives (noise amplitude fluctuates). Detect outliers: Samples whose energy is significantly below noise floor. This can’t happen if packet is being sent.
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CCA Results 0=busy, 1=clear Packet arrives between 22 and 54 ms
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LPL (1) Familiar Wake-up – Active –Sleep Mechanism Has CCA – potentially reducing idle listening Preamble length matches channel checking period No explicit synchronization required (unlike S-MAC) Packet checking period and Preamble length - configurable
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LPL (2) Single-hop application doing periodic data sampling Sampling rate (traffic pattern) defines optimal check interval Check interval Too small: energy wasted on idle listening Too large: energy wasted on transmissions (long preambles) In general, it’s better to have larger preambles than to check more often!
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Lifetime Modeling (1) Lifetime of node determined by energy consumption Various components are: Energy for receiving Energy for transmitting Energy for listening Energy for sensing Sleep energy Key: Energy depends on time taken to achieve all of the above
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Lifetime Modeling (2) All the times are known – eg for listening, time depends on preamble length and channel check interval Lifetime estimated at compile-time or run- time Provides feedback to network services to configure MAC
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Beauty of reconfigurability Example of achieving RTC-CTS channel acquisition (all this is implemented by services above the MAC): Send RTS using LPL cycle Listen for CTS using LPL cycle Once CTS is heard, disable LPL, CCA at both ends Send data as burst Send link layer ACK Re-enable LPL, CCA RTS – CTS/ ACK etc used depending on the situation.
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Adaptive Preamble Sampling Mentioned, but not explained. WiseMAC implements adaptive preamble sampling. Preamble sampling = process of listening for activity on the radio. It is done during LPL. Adaptive preamble sampling indicates the adaptability of LPL?
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Experimental results: throughput
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Throughput vs power consumption
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Energy vs Latency S-MAC Default Configuration B-MAC Default Configuration
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Summary B-MAC is small, extensible and flexible. CCA increases channel utilization. LPL results in decreased power listening. B-MAC may be better or equal S-MAC performance in almost all scenarios.
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