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Control Protocol) Thus, it becomes important to provide a reliable transmission that works well in the presence of errors characterized by radio transmission There are essentially two methods for reliable transport in general: increased coding of the data to provide redundant information that can be used to reconstruct the original data and request for retransmission of data once loss has been detected These are not exclusive and can be combined In practice, redundant information takes two forms, forward error correction (FEC) and unsolicited repeat transmissions FEC usually adds additional data to the transmission, which is mathematically calculated from the original data to enable full reconstruction up to a limit of lost data The resulting FEC data may be transmitted in addition to the original data or instead of the original data depending on the scheme used.

P(xi /y j ) = P(xi )

At the end of the twentieth century, a new pattern of scienti c and professional organizations had emerged. Increasing specialization of knowledge led to the rapid growth of many specialty societies. For an example, the reader is encouraged to visit the World Wide Web site of the Federation of Psychological, Behavioral, and Cognitive Societies (www.thefederationonline.org). The federation comprises 19 different societies ranging in size from the very large APA to the very small Society of Judgement and Decision-Making. As these specialty societies proliferate, many psychologists have chosen to belong to only their specialty group rather than to a larger association such as the APA or American Psychological Society that represents a broader, more inclusive view of psychology as both science and profession. A potential problem with this increased specialization is the further fractionation of organized psychology (Fowler, 1992). It is possible that such fractionation will weaken the authority of psychology and psychologists in the larger society. But, that, perhaps, will be the subject for some future history of professional organizations.

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Hamming codes and Reed Solomon codes are common examples of FEC and are applied at several communications layers (in fact, channel coding on most radio links reduces the source data to transmitted data ratio) Unsolicited repeat transmission achieve exactly the same thing as FEC, providing redundant data to be used in case of errors However, they are simpler and generally consume more bandwidth than FEC, as a complex calculation to optimize the data size to error tolerance ratio is not used A simple incarnation of this is the object carousel, which repeats the transmission of a number of objects over and over The additional FEC or repeat transmission data is often transmitted in band with the original data However, it may also be provided at a later time or on an alternative channel to reduce the statistical correlation between errors in subsequent packets relating to the same data.

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Scrambling, data block reordering, is also used for the same result: to reduce the chances of a burst error removing more than the limit of data from a transmission than the error correction scheme can recover from The other primary mechanism for reliable transport is the request for retransmission of data once loss has been detected For unicast, TCP is ubiquitous and routinely sends acknowledgments (ACKs) based on data receiver so the sender may resend any blocks of data that are not acknowledged A variation of this is the negative acknowledgment (NACK), which puts the onus on the receiver to detect packet loss, and can scale better in the one-to-many case as the related state information for each sender receiver pair is stored in just one receiver, instead of all being stored in the sender.