Sentence examples for message passing method from inspiring English sources

For the message passing method, the subblock parallelism efficiency is: (10).

It is related to the message passing method used for Max-Log-MAP SISO decoders initialization.

GBP-JT is a standard message passing method for the exact inference in graphical models.

Non-parametric belief propagation (NBP) is a well-known message passing method for cooperative localization in wireless networks.

Non-parametric belief propagation (NBP), proposed by Ihler et al. [11, 12], is a well-known particle-based message passing method for cooperative localization in wireless networks.

begin{array}rcl@ N_{text{iter}} & = & N_{text{iterBase}} +lfloor frac{P}{T} rfloor end{array} (14) Fig. 5 Number of iterations with message passing method, WiMAX, Max-Log MAP, code rate=5/6, 960 bits frame, SNR = 4.5 dB, BER = 6.6×10−6 Fig. 6 Number of iterations with message passing method, WiMAX, Max-Log MAP, code rate = 2/3, 1920 bits frame, SNR = 2.3 dB.

In[12], a cooperative localization algorithm is derived, which extends the non-parametric belief propagation (NBP) message-passing method first introduced in[13].

Interestingly, the message-passing method also applies more generally beyond the usual assumptions of Markovian dynamics to arbitrary distributions for transmission and removal processes, although there may be implementation issues for more general distributions.

Dhamodharan and Vayanaperumal [34] proposed a Sybil attack detection technique in wireless sensor networks by using the message authentication and passing method.

Along these lines, we developed PANDA (Passing Attributes between Networks for Data Assimilation) [ 21], a "message passing" network inference method that integrates multiple types of genomic data.

In this respect, the previous works using local or Bayesian inference to assign protein functions [ 22, 23] are similar to the message passing algorithm than our method.