For a conjugate likelihood-prior model in the one-parameter exponential family of distributions, we show that, by letting the parameters of the conjugate exponential prior vary in suitable sets, it is possible to define a set of conjugate priors M that guarantees prior near-ignorance without producing vacuous inferences. This result is obtained following both a behavioural and a sensitivity ana...

This paper considers joint transceiver designs for single-user multiple-input, multiple-output systems employing improper constellations such as binary phase shift-keying and M-ary amplitude shift-keying (M-ASK). Proposed are novel joint linear transceivers that minimize the total mean squared error of the symbol estimation at the output of the decoder. The joint linear transceiver designs are ...

in this model, we establish an inventory model to determine the optimal inventory replenishment scheme for the economic production quantity (epq) model for imperfect, deteriorating items with sales return service under multiple production and rework setup. in one cycle, production process can produces the products in m production setups and reworks the defective items in one rework setup. the c...

In this paper, the performance of a deep learning based multiple-input multiple-output (MIMO) non-orthogonal multiple access (NOMA) system is investigated for 5G radio communication networks. We consider independent and identically distributed (i.i.d.) Nakagami-m fading links to prove that when using MIMO with NOMA system, outage probability (OP) end-to-end symbol error rate (SER) improve, even...


 The AnaChronisT would like to express the editors’ sincerest gratitude International Anthony Burgess Foundation in Manchester and director Prof. Andrew Biswell for giving us permission publish this most valuable essay first time. only changes made by editors were some very minor corrections concerning a few obvious typographical errors standardisation of certain recurring expressions.&#x...