• Journal of Information Processing Systems
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• 제16권5호
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• pp.1158-1168
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• 2020

The distance vector-hop wireless sensor node location method is one of typical range-free location methods. In distance vector-hop location method, if a wireless node A can directly communicate with wireless sensor network nodes B and C at its communication range, the hop count from wireless sensor nodes A to B is considered to be the same as that form wireless sensor nodes A to C. However, the real distance between wireless sensor nodes A and B may be dissimilar to that between wireless sensor nodes A and C. Therefore, there may be a discrepancy between the real distance and the estimated hop count distance, and this will affect wireless sensor node location error of distance vector-hop method. To overcome this problem, it proposes a wireless sensor network node location method by modifying the method of distance estimation in the distance vector-hop method. Firstly, we set three different communication powers for each node. Different hop counts correspond to different communication powers; and so this makes the corresponding relationship between the real distance and hop count more accurate, and also reduces the distance error between the real and estimated distance in wireless sensor network. Secondly, distance difference between the estimated distance between wireless sensor network anchor nodes and their corresponding real distance is computed. The average value of distance errors that is computed in the second step is used to modify the estimated distance from the wireless sensor network anchor node to the unknown sensor node. The improved node location method has smaller node location error than the distance vector-hop algorithm and other improved location methods, which is proved by simulations.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제11권1호
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• pp.215-236
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• 2017

Obtaining accurate location information is important in practical applications of wireless sensor networks (WSNs). The distance vector hop (DV-Hop) is a frequently-used range-free localization algorithm in WSNs, but it has low localization accuracy. Moreover, despite various improvements to DV-Hop-based localization algorithms, maintaining a balance between high localization accuracy and good stability and convergence is still a challenge. To overcome these shortcomings, we proposed an improved DV-Hop localization algorithm based on the bat algorithm (IBDV-Hop) for WSNs. The IBDV-Hop algorithm incorporates optimization methods that enhance the accuracy of the average hop distance and fitness function. We also introduce a nonlinear dynamic inertial weight strategy to extend the global search scope and increase the local search accuracy. Moreover, we develop an updated solutions strategy that avoids premature convergence by the IBDV-Hop algorithm. Both theoretical analysis and simulation results show that the IBDV-Hop algorithm achieves higher localization accuracy than the original DV-Hop algorithm and other improved algorithms. The IBDV-Hop algorithm also exhibits good stability, search capability and convergence, and it requires little additional time complexity and energy consumption.

• 정보처리학회논문지C
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• 제15C권4호
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• pp.289-296
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• 2008

최근, 무선 메쉬 네트워크에서 라우팅 프로토콜에 대한 연구가 활발히 진행되고 있으며 대표적인 proactive 라우팅 프로토콜인 DSDV (Destination-Sequenced Distance-Vector) 라우팅 프로토콜에서는 홉 수가 주요 라우팅 메트릭으로 사용된다. HMP (Hop-by-Hop) DSDV 및 EHMP (Enhanced HMP) DSDV 라우팅 프로토콜에서는 홉 수 및 한 홉 거리 내에 위치한 노드들의 잉여 대역폭을 고려하여 라우팅을 수행하고 있으나, 단대단 라우팅 관점에서 최적이 아닌 경로로 라우팅을 수행하는 단점이 있다. 본 논문에서는 이러한 단점을 극복하기 위해 홉 수 및 단대단 최소 잉여 대역폭을 고려한 CAMP (Cost-Aware Multi-Path) DSDV 라우팅 프로토콜을 제안한다. NS-2를 이용한 성능 분석을 통해 제안하는 라우팅 프로토콜은 홉 수 및 단대단 최소 잉여 대역폭 정보를 적절히 사용함으로써 처리율 및 패킷 전달율의 측면에서 DSDV, HMP DSDV 및 EHMP DSDV 프로토콜에 비해 더 우수한 성능을 가지며 HMP DSDV 및 EHMP DSDV 프로토콜과 같은 수의 관리 메시지를 가지게 됨을 보인다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권2호
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• pp.405-423
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• 2022

The distance vector-hop (DV-Hop) is one of the emblematic algorithms that use node connectivity for locating, which often accompanies by a large positioning error. To reduce positioning error, the bio-inspired algorithm and weight optimization model are introduced to address positioning. Most scholars argue that the weight value decreases as the hop counts increases. However, this point of view ignores the intrinsic relationship between the error and weight. To address this issue, this paper constructs the relationship model between error and hop counts based on actual communication characteristics of sensor nodes in wireless sensor network. Additionally, we prove that the error converges to 1/6CR when the hop count increase and tendency to infinity. Finally, this paper presents a modified error-oriented weight positioning model, and implements it with genetic algorithm. The experimental results demonstrate excellent robustness and error removal.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권4호
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• pp.2223-2242
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• 2019

Distance Vector-Hop (DV-Hop) algorithm is widely used in node localization. It often suffers the wormhole attack. The current researches focus on Double-Wormhole-Node-Link (DWNL) and have limited attention to Multi-Wormhole-Node-Link (MWNL). In this paper, we propose a security DV-Hop algorithm (AMLDV-Hop) to resist MWNL. Firstly, the algorithm establishes the Neighbor List (NL) in initialization phase. It uses the NL to find the suspect beacon nodes and then find the actually attacked beacon nodes by calculating the distances to other beacon nodes. The attacked beacon nodes generate and broadcast the conflict sets to distinguish the different wormhole areas. The unknown nodes take the marked beacon nodes as references and mark themselves with different numbers in the first-round marking. If the unknown nodes fail to mark themselves, they will take the marked unknown nodes as references to mark themselves in the second-round marking. The unknown nodes that still fail to be marked are semi-isolated. The results indicate that the localization error of proposed AMLDV-Hop algorithm has 112.3%, 10.2%, 41.7%, 6.9% reduction compared to the attacked DV-Hop algorithm, the Label-based DV-Hop (LBDV-Hop), the Secure Neighbor Discovery Based DV-Hop (NDDV-Hop), and the Against Wormhole DV-Hop (AWDV-Hop) algorithm.

• 한국통신학회논문지
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• 제34권10A호
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• pp.784-795
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• 2009

주변 상황을 인지하여 사용자가 이를 적절히 사용할 수 있도록 하는 무선 센서 네트워크에서 각 센서 노드의 정확한 위치 추정은 매우 중요하다. 멀티홉 기반 위치 추정기법은 다수의 저전력 노드로 구성된 센서네트워크에 적합한 방법 중의 하나로 고려되고 있다. 하지만 일부 지역에서 노드들이 위치하지 않는 홀이 형성되는 경우에는 위치추정 오차가 허용한계 이상으로 크게 증가할 수 있다. 네트워크는 이러한 홀을 감지하고 그 영향을 최소화함으로써 오차를 가급적 억제할 수 있어야 한다. 본 논문에서는 비거리기반 알고리즘의 하나인 DV(Distance Vector)-hop이 갖고 있는 홀에서의 큰 위치 추정오류를 해결할 수 있는 새로운 위치 추정기법을 제안한다. 제안된 기법은 이웃노드와의 관계를 통해 홀을 탐지하는 방법, 전파반경을 가상으로 홉을 나누어 예상위치의 정확도를 높이는 방법, 그리고 노드가 예상위치를 추정할 때 신뢰도가 적은 기준노드(anchor)를 배제하는 방법으로 나눌 수 있다. 시뮬레이션을 통해 본 논문에서 제안된 방법이 흘 검출을 통해 정밀한 위치 추정이 기존의 DV-hop에 비해 향상된 성능을 나타냄을 보인다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권12호
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• pp.5785-5804
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• 2019

The information of localization is a fundamental requirement in wireless sensor network (WSN). The method of distance vector-hop (DV-Hop), a range-free localization algorithm, can locate the ordinary nodes by utilizing the connectivity and multi-hop transmission. However, the error of the estimated distance between the beacon nodes and ordinary nodes is too large. In order to enhance the positioning precision of DV-Hop, fast triangle flip bat algorithm, which is based on curve strategy and rank transformation (FTBA-TCR) is proposed. The rank is introduced to directly select individuals in the population of each generation, which arranges all individuals according to their merits and a threshold is set to get the better solution. To test the algorithm performance, the CEC2013 test suite is used to check out the algorithm's performance. Meanwhile, there are four other algorithms are compared with the proposed algorithm. The results show that our algorithm is greater than other algorithms. And this algorithm is used to enhance the performance of DV-Hop algorithm. The results show that the proposed algorithm receives the lower average localization error and the best performance by comparing with the other algorithms.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2005년도 심포지엄 논문집 정보 및 제어부문
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• pp.206-208
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• 2005

Wireless sensor network's value has increased greatly in recent years in the fields of Ubiquitous Computing that function as solution to reduce both the limitation and collision about RFID Technology. The research for wireless sensor network technology is proceeding with the research for various sensor nodes, powerful routing algorithms, securities for data transmission, and valid applications. This paper suggests that we make the new multi-hop routing algorithm using RSS in order to implement enhanced multi-hop routing algorithm. This paper should demonstrate that the routing algorithm using suggested RSS is superior to routing algorithm based on established BSDV(Destination Sequenced Distance Vector).

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2003년도 추계학술발표논문집 (중)
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• pp.1229-1232
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• 2003

Ad Hoc 네트워크에서 on demand 라우팅 프로토콜로 대표적인 AODV(Ad Hoc On Demand Distance Vector Routing)는 table driven 기반의 라우팅 프로토콜과 비교해 active route만을 라우팅 테이블에 저장하기 때문에 오버헤드가 작고 경로단절시 경로복구를 통해 경로 재설정할 수 있는 장점을 가지고 있으나 경로복구시 대역폭 낭비가 심하고 복구시간이 길다는 drawback을 가지고 있다. 이러한 단점은 많은 라우팅 패킷의 발생으로 기인하는 점이 있다. 본 논문에서는 Expanding Ring Search 알고리즘에서 time out은 timestamp를 이용하여 네트워크 상황에 맞게 가변적으로 적용하는 알고리즘을 개선하여 hop 수에 따라 node traversal time을 설정하도록 제안하였다. 제안한 알고리즘은 시뮬레이션을 통하여 검증하였으며 라우팅 패킷의 발생을 줄이고 throughput에서 향상을 보였다.

• 한국정보과학회:학술대회논문집
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• 한국정보과학회 2003년도 봄 학술발표논문집 Vol.30 No.1 (C)
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• pp.596-598
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• 2003

다중홉 (multi-hop) 이동 애드혹 앙 (ad-hoc network)에서 무결정성 (seamless) 통신이 이루어지기 위해 효율적인 라우팅 프로토콜을 필요로 한다. AODV (Ad-hoc On-demand Distance Vector) 라우팅 프로토콜은 단지 먼저 수신된 경로 요구 (route request) 메시지가 전달되어 온 경로만을 고려 할 뿐, 경로 탐색 과정에 있어 각 노드에서의 에너지 사용량을 반영하지 못하고 있다. 이 논문에서는 AODV 라우팅 프로토콜에 기존에 제안된 MTPR (Minimum Total Transmission Power Routing) 방법을 효율적으로 적용할 수 있는 경로 탐색 방법을 제안한다.