Abstract:
Disclosed are a secure communication device and a secure communication method using an artificial noise scheme. The secure communication method between a multi-antenna legal transmission device and a multi-antenna legal reception device includes determining a power allocation ratio for a system parameter, by the legal reception device, generating a transmission signal including a secret information message based on the determined power allocation ratio and artificial noise, and transmitting the generated transmission signal to the legal reception device.
Abstract:
A learning method for a two-stage deep learning base secure precoder for information and an artificial noise signal in a non-orthogonal multiple access (NOMA) system is provided. The learning method for designing the two-stage deep learning based secure precoder for the information and the artificial noise signal in the NOMA system may include performing pre-training for downlink NOMA before information transmission to maximize a sum secrecy rate while ensuring secrecy rates of respective legitimate users, each having a single antenna (secrecy fairness), and performing post-training by fine tuning a neural network learned by the pre-training using unsupervised learning.
Abstract:
A method for constructing parity-check concatenated polar codes and an apparatus therefor are disclosed. According to an embodiment of the inventive concept, a method for constructing a polar code includes receiving a code length, a message length, and channel information, generating an information set and a parity set of polar codes based on the received code length, the received message length, and the received channel information, and generating a parity node including the information set of elements based on the generated information set and the generated parity set.
Abstract:
The present invention relates to a method by which a device transmits a signal in a communication system and the device for same, and to a method and a device for same, the method comprising the steps of: applying a pre-code to an information bit sequence so as to generate a first encoded bit sequence including an information set, a frozen set, and a parity set; additionally changing some of the information sets of the first encoded bit sequence into the frozen set and the parity set so as to generate a second encoded bit sequence corresponding to the first encoded bit sequence; applying a polar code to the second encoded bit sequence so as to generate a third encoded bit sequence; and transmitting the third encoded bit sequence.
Abstract:
Disclosed is a method for constructing a fast converging polar code based on a belief propagation decoder. The method includes analyzing decoding importance for each individual bit of an initial belief propagation decoder, and reconstructing the polar code depending on an analyzing result.
Abstract:
A method and apparatus for generating a secret key includes: acquiring a random sequence by use of reciprocity of a radio channel; generating the secret key based on the random sequence; and stopping generating the secret key when it is determined that the radio channel is flat based on flatness measured from the radio channel.
Abstract:
The present method relates to a method by which a device receives a signal in a communication system, and an apparatus therefor, and to a method by which a reception device processes a signal in a communication system, and an apparatus therefor, the method comprising the steps of: receiving an encoded bit sequence; and decoding the encoded bit sequence in the direction from a root node to the lowest node on the basis of a binary tree structure, wherein, in the decoding step, decoding for a child node is skipped on the basis that a syndrome of a parent node satisfies a predetermined condition, and decoding for the child node is performed on the basis that the syndrome of the parent node does not satisfy the predetermined condition.
Abstract:
The present disclosure relates to a method for determining a recovery operator using a topological structure of a rotated surface code. a reliability of n qubits (n being an integer of 1 or more) included in the rotated surface code is determined by using a belief propagation decoding algorithm. at least one subset for the n qubits is set based on the reliability of the n qubits. the recovery operator is determined by using the at least one subset.
Abstract:
There is provided a resource management method to be processed by a resource management apparatus in a cell-free massive MIMO network system. The method comprises receiving communication information from an access point; allocating transmission power information based on the communication information; setting scheduling information of the access point based on the transmission power information; receiving device data of a user terminal from the access point based on the scheduling information; and decoding the received device data.