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View File - University of Engineering and Technology, Taxila

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This condition is always satisfied when b ¼ 0:5. This means that if the sourceencoder can make b ¼ 0:5 for a BSC, then1: Channel capacity C c ¼ 1 OðaÞ bit=symbol ð3:87Þ2: Source information rate R r ¼ r b OðbÞ bit=sec ð3:88aÞ3: if b ¼ 0:5; R r ¼ r b bit=sec ð3:88bÞ4: The maximum rate at which information can be transferred acrossa BSC channel isC m ¼ r b C c ¼ ½1OðaÞŠr b bit=sec ð3:89ÞSome books refer to this expression as the channel capacity. Inpractice, Eq. (3.87) is <strong>of</strong>ten referred to as the channel capacity.In general, in calculating the channel capacity, whether or not the input datatransfer rate is specified, OðaÞ is replaced with each channel’s self-entropy,HðX Þ.Example 3.5: Consider a digital satellite system to comprise three channels:the uplink, onboard processor, <strong>and</strong> the downlink. The uplink has an errorprobability <strong>of</strong> 0.001. The processing unit has an error probability <strong>of</strong> 0.00025.The downlink error probability is 0.01. CalculateSolution1. Each channel’s capacity2. The system’s overall conditional probability3. The overall system channel capacity1. Define each channel’s error probability pðy 1 Þ. pðy 2 Þ¼1 pðy 1 Þ.Using (3.80) <strong>and</strong> (3.87), we can define each channel capacity as1C c ¼ 1 pðy 1 Þ log 2pðy 1 Þ þ pðy 12Þ log 2 bit=symbolpðy 2 Þð3:90ÞThus:Channels pðy 1 Þ pðy 2 Þ Capacity, C cUplink 0.001 0.999 0.9886Onboard processor 0.00025 0.99975 0.9966Downlink 0.01 0.99 0.9192Copyright © 2002 by Marcel Dekker, Inc. All Rights Reserved.

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