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So far the characteristics of the BCJR MAP algorithm usually implemented for the decoding of turbo codes have been introduced This decoding algorithm is essentially an iterative decoding algorithm where each constituent decoder generates soft decisions or estimates of the message bits that are calculated using the channel information obtained from the sampled values of the received sequence, and the a priori information that has been provided by the other decoder in the previous iteration The information passed is the extrinsic LLR that each decoder has determined in the previous iteration, which becomes the a priori information of the other decoder in the present iteration This iterative procedure of interchanging information is such that, under certain conditions, estimates of the message bits are closer to the true values as the number of iterations increases.

Mutual differentiation maintains the original group boundaries, maintaining perceptions as different groups, but in the context of intergroup cooperation during which similarities and differences between the memberships are recognized and valued Recategorization encourages the members of both groups to regard themselves as belonging to a common, superordinate group one group that is inclusive of both memberships Rather than viewing these as competing positions and arguing which one is correct, we suggest that these are complementary approaches and propose that it is more productive to consider when each strategy is most effective To the extent that it is possible for these strategies, either singly or in concert, to alter perceptions of the Us versus Them that are re ected in con ictive intergroup relations, reductions in bias and social harmony may be accomplished.

A priori information is information that is neither related to the channel information (sampled values of the received sequence) nor related to the coding information (information provided by the trellis structure of the code) The rst decoder does not have a priori information for the message bits in the rst iteration, and so all the message bits in that circumstance are equally likely This means that the a priori LLR L(bi ) for the rst decoder in the rst iteration is equal to zero, as seen in Figure 73, corresponding to the situation for which P(bi = +1) = P(bi = 1) = 05 The rst decoder takes into account this initial a priori information and the channel information, which is essentially provided by the sampled values of the received sequence affected by the channel factor L c .

The basic steps involved in hot-set restructuring include: (1) raw material selection and preparation; (2) creating a surface protein matrix; (3) molding or shaping; (4) hotsetting of surface protein matrix; (5) portioning; and (6) packaging and storage. Raw Material Selection and Preparation All the considerations alluded to in the previous section on raw materials apply here. To

Moreover, decategorization and recategorization strategies may increase the willingness of group representatives to view the meaning of the intergroup con ict from the other group s perspective and to offer solutions that recognize both groups needs and concerns Decategorization: The Personalization Model The rst model is essentially a formalization and elaboration of the assumptions implicit in Allport s contact hypothesis (Brewer & Miller, 1984) A primary consequence of salient in-group out-group categorization is the deindividuation of members of the out-group Social behavior in category-based interactions is characterized by a tendency to treat individual members of the out-group as undifferentiated representatives of a uni ed social category, ignoring individual differences within the group The personalization perspective on the contact situation implies that intergroup interactions should.

This sequence L c Y (1) consists of the systematic or message bits, 1 and of the parity check or redundancy bits In most practical turbo codes, there is only one message or systematic bit, and also only one parity check bit, since puncturing is applied to both outputs of the two constituent encoders to make the whole turbo code be of code rate k/n = 1/2 The example below shows that the use of puncturing is solved in the decoding process by lling with zeros those positions that were punctured in the received sequence for each constituent decoder The rst decoder utilizes its a priori information and its channel information to determine the rst estimate or LLR L (1) (bi /Y) Here the subscript identi es the decoder that generated 1 the LLR, and the superscript identi es the order or number of the iteration.

Antarctica is the most pristine site on the planet for aerosol studies and ful ls the requirement of a remote location best. It is no surprise that concentrations are extremely low, often at the detection limit of the instruments. Nonetheless, particulate matter has been found everywhere and at all times, but with some intrinsic variations. Aerosol measurements have started in Antarctica in the 1960s. After a series of prospective studies, measurement techniques have been further developed, and reliable, quantitative measurements have become available since

(b) 100 80 60 40 20 0