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Jin-Ghoo Choi

dblp:74/2515 · DBLP profile ↗
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25ranked-venue papers
7as first author
2since 2021 · last 2025
0000-0002-7186-2156ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 19 · 6 first-author · 1 since 2021Systems, architecture and hardware · 2Databases, data management, data science and information retrieval · 2 · 1 first-author · 1 since 2021Artificial intelligence and machine learning · 1 · 1 since 2021Theory of computation · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
3 papers
Wireless networking · 75% Internet of things and sensor networks · 10% Network optimization and economics · 9%

Topics — the 12 heaviest of 13, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Wireless networking › WLAN › IEEE 802.11n/ac
frame aggregation
0.412019
Enhanced Mathematical Modeling of Aggregation-Enabled WLANs with Compressed BlockACK · IEEE Trans. Mob. Comput. 2019
Wireless networking › WLAN
IEEE 802.11
0.412019
Enhanced Mathematical Modeling of Aggregation-Enabled WLANs with Compressed BlockACK · IEEE Trans. Mob. Comput. 2019
Wireless networking
link scheduling
0.322014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks · INFOCOM 2010
Wireless networking › wireless mesh network
multihop wireless network
0.212014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Wireless networking › interference modeling
SINR model
0.212014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Network optimization and economics
throughput-optimal scheduling
0.212014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Internet of things and sensor networks › wireless sensor network
data aggregation
0.112010
Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks · INFOCOM 2010
Wireless networking
scheduling
0.112010
Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks · INFOCOM 2010
Internet of things and sensor networks
wireless sensor network
0.112010
Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks · INFOCOM 2010
Wireless networking › medium access control
carrier sensing
0.112014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Wireless networking
medium access control
0.112014
Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks · IEEE/ACM Trans. Netw. 2014
Network performance modeling
delay analysis
0.012010
Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks · INFOCOM 2010

Methods — techniques the papers use, named apart from their topics

simulation · 0.4markov chain model · 0.4queueing theory · 0.2adaptive modulation and coding · 0.2MIMO · 0.2non-myopic scheduling · 0.1greedy scheduling · 0.1
YearPublicationVenuePosition
2025 Scalable Comprehensive Automatic Inspection, Cleaning, and Evaluation Mechanism for Large-Diameter Pipes
abstract
Cleaning and inspection of pipelines and gun barrels are crucial for ensuring safety and integrity to extend their lifespan. Existing automatic inspection approaches lack high robustness, as well as portability, and have movement restrictions and complexity. This study presents the design and development of a scalable, comprehensive automated inspection, cleaning, and evaluation mechanism (CAICEM) for large‐sized pipelines and barrels with diameters in the range of 105 mm–210 mm. The proposed system is divided into electrical and mechanical assemblies that are independently designed, tested, fabricated, integrated, and controlled with industrial grid controllers and processors. These actuators are suitably programmed to provide the desired actions through toggle switches on a simple housing subassembly. The stress analysis and material specifications are obtained using ANSYS to ensure robustness and practicability. Later, on‐ground testing and optimization are performed before industrial prototyping. The inspection system of the proposed mechanism includes barrel‐mounted and brush‐mounted cameras with sensors utilized to keep track of the pipeline deposits and monitor user activity. The experimental results demonstrate that the proposed mechanism is cost‐effective and achieves the desired objectives with minimum human efforts in the least possible time for both smooth and rifled large‐diameter pipes and barrels.
Imran Shafi, Imad Khan, Jose Breñosa, Miguel Angel López Flores, Julio César Martínez Espinosa, Jin-Ghoo Choi, Imran Ashraf 0003
Int. J. Intell. Syst.6
2023 Use of QUIC for AMQP in IoT networks
Faheem Iqbal, Moneeb Gohar, Hanen Karamti, Walid Karamti, Seok Joo Koh, Jin-Ghoo Choi
Comput. Networks6
2019 Enhanced Mathematical Modeling of Aggregation-Enabled WLANs with Compressed BlockACK
abstract
Aggregation-enabled wireless local area networks (WLANs) have an automatic repeat-request (ARQ) mechanism called a block acknowledgement window (BAW), which has a significant impact on frame aggregation size, throughput, and delay under noisy channel conditions. While accurate estimations of network performance are essential for traffic engineering and guaranteed quality of service, the existing mathematical modeling approaches do not include BAW operations, and thus, are not applicable to aggregation-enabled WLANs with BAW mechanism. In this paper, we propose a new and accurate Markov chain model to estimate the average aggregation size resulting from BAW operations under noisy channel conditions. The obtained average aggregation size is used in the proposed enhanced performance model of aggregation-enabled WLANs. Our numerical and simulation analysis shows that, for 50 nodes transmitting saturated uplink traffic on a channel with a packet error rate (PER) of 0.25, ignoring the BAW operations when modeling the current protocol results in throughput and access delay errors as high as 55 and 77 percent, respectively; but the proposed enhanced model, which captures the BAW's impact, produces less than 2.5 percent errors in throughput and access delay estimations.
Shinnazar Seytnazarov, Jin-Ghoo Choi, Young-Tak Kim
IEEE Trans. Mob. Comput.2
2019 Optimal CSMA scheduling with dual access probability for wireless networks
Jin-Ghoo Choi, Changhee Joo
Wirel. Networks1
2018 Extension of Localized Routing to PMIP-SAE Based Mobile Networks
abstract
In existing PMIP-SAE based mobile networks, all the communication traffic go through the centralized Local Mobility Anchor (LMA). Hence the central node, LMA, suffers from huge packet processing overhead and the traffic is delivered via non-optimal routes. In order to overcome these drawbacks, we apply the localized routing to mobile networks based on PMIP-SAE mobility management scheme, while introducing additional control messages of Localized Routing Initiation (LRI) and Local Routing Acknowledgment (LRA). Numerical analysis shows that our proposed scheme performs better than the existing scheme in packet delivery cost, tunneling overhead, and throughput.
Moneeb Gohar, Muhammad Muzammal, Arif Ur Rahman, Jin-Ghoo Choi, Seok Joo Koh
VTC Spring4
2018 CoAP-based group mobility management protocol for the Internet-of-Things in WBAN environment
Moneeb Gohar, Jin-Ghoo Choi, Seok Joo Koh
Future Gener. Comput. Syst.2
2017 Distributed Group-Based Mobility Management Scheme in Wireless Body Area Networks
abstract
For group-based mobility management in 6LoWPAN-based wireless body area networks (WBAN), some schemes using the Proxy Mobile IPv6 (PMIP) have been proposed. However, the existing PMIP-based mobility schemes tend to induce large registration delay and handover delay. To overcome such limitations, we propose a new distributed group-based mobility management scheme, in which the Local Mobility Anchor (LMA) function is implemented by each Mobile Access Gateway (MAG) and the handover operation is performed between two neighboring MAGs without the help of LMA. Besides, each MAG maintains the information of the group of mobile sensors and aggregates the Authentication-Authorization-Accounting (AAA) query messages for a group of mobile sensors as a “single” message to decrease the control overhead. By numerical analysis, it is shown that the proposed scheme can reduce the registration and handover delays, compared to the existing PMIP-based mobility schemes.
Moneeb Gohar, Hind Alrubaish, Ruba Suliman M. Alowaid, Jin-Ghoo Choi
Wirel. Commun. Mob. Comput.4
2014 Distributed Link Scheduling Under SINR Model in Multihop Wireless Networks
abstract
Link adaptation technologies, such as Adaptive Modulation and Coding (AMC) and Multiple-Input-Multiple-Output (MIMO), are used in advanced wireless communication systems to achieve high spectrum efficiency. Communication performance can be improved significantly by adaptive transmissions based on the quality of received signals, i.e., the signal-to-interference-plus-noise ratio (SINR). However, for multihop wireless communications, most link scheduling schemes have been developed under simplified interference models that do not account for accumulative interference and cannot fully exploit the recent advances in PHY-layer communication theory. This paper focuses on developing link scheduling schemes that can achieve optimal performance under the SINR model. One key idea is to treat an adaptive wireless link as multiple parallel virtual links with different signal quality, building on which we develop throughput-optimal scheduling schemes using a two-stage queueing structure in conjunction with recently developed carrier-sensing techniques. Furthermore, we introduce a novel three-way handshake to ensure, in a distributed manner, that all transmitting links satisfy their SINR requirements. We evaluate the proposed schemes through rigorous analysis and simulations.
Jin-Ghoo Choi, Changhee Joo, Junshan Zhang, Ness Shroff
IEEE/ACM Trans. Netw.1
2014 Duty cycle allocation to maximize network lifetime of wireless sensor networks with delay constraints
abstract
In wireless sensor networks, the routing control overhead could be large because multiple relays are involved in the routing operation. In order to mitigate this problem, a promising solution is to use tier-based anycast protocols. The main shortcoming of these protocols is that they can consume a much greater amount of energy as compared with other competing protocols using deterministic routing. In this paper, we analyze, in depth, a tier-based anycast protocol and develop a new technique of improving network lifetime. Our solution is guided by our analytic framework that consists of subtiering and a new forwarding protocol called 'scheduling controlled anycast protocol'. We formulate the problem for finding an optimal duty cycle for each tier with a delay constraint as a minimax optimization problem and find its solution, which we show is unique. From the analytical results, we find that the network lifetime can be significantly extended by allocating a different duty cycle adaptively for each tier under a delay constraint. Through simulations, we verify that our duty cycle control algorithm enhances the network lifetime by approximately 70% in comparison with an optimal homogeneous duty cycle allocation. Copyright © 2012 John Wiley & Sons, Ltd.
Wooguil Pak, Jin-Ghoo Choi, Saewoong Bahk
Wirel. Commun. Mob. Comput.2
2013 Opportunistic downlink data delivery for mobile collaborative communities
Jongwook Lee, Jin-Ghoo Choi, Saewoong Bahk
Comput. Networks2
2012 Contention based scheduling for femtocell access points in a densely deployed network environment
Jeongkyun Yun, Sung-Guk Yoon, Jin-Ghoo Choi, Saewoong Bahk
Comput. Networks3
2012 Analysis of total average queue length in multi-hop wireless networks
Jin-Ghoo Choi
Inf. Process. Lett.1
2010 Delay Performance of Scheduling with Data Aggregation in Wireless Sensor Networks
abstract
In-network aggregation has become a promising technique for improving the energy efficiency of wireless sensor networks. Aggregating data at various nodes in the network results in a reduction in the amount of bits transmitted over the network, and hence, saves energy. In this paper, we focus on another important aspect of aggregation, i.e., delay performance. In conjunction with link scheduling, in-network aggregation can reduce the delay by lessening the demands for wireless resources and thus expediting data transmissions. We formulate the problem that minimizes the sum delay of sensed data, and analyze the performance of optimal scheduling with in-network aggregation in tree networks under the node-exclusive interference model. We provide a system wide lower bound on the delay and use it as a benchmark for evaluating different scheduling policies. We numerically evaluate the performance of myopic and non-myopic scheduling policies, where myopic one considers only the current system state for a scheduling decision while non-myopic one simulates future system states. We show that the one-step non-myopic policies can substantially improve the delay performance. In particular, the proposed non-myopic greedy scheduling achieves a good tradeoff between performance and implementability.
Changhee Joo, Jin-Ghoo Choi, Ness Shroff
INFOCOM2
2010 Energy efficient transmission scheduling for infrastructure sensor nodes in location systems
Jongwook Lee, Saewoong Bahk, Jin-Ghoo Choi
Comput. Networks3
2009 A backward-compatible multiple-round collision avoidance scheme for contention based medium access control
Jeongkyun Yun, Jin-Ghoo Choi, Saewoong Bahk
Comput. Networks2
2008 Hierarchical Markov chain analysis of an adaptive bandwidth reservation algorithm in wireless communication systems
Jin-Ghoo Choi, Changhee Joo, Saewoong Bahk
Perform. Evaluation2
2007 Upper-level scheduling supporting multimedia traffic in cellular data networks
Young-June Choi, Jin-Ghoo Choi, Saewoong Bahk
Comput. Networks2
2007 Power-based admission control for multiclass calls in QoS-sensitive CDMA networks
abstract
In this letter, we propose a power-based call admission control (CAC) scheme to accommodate multiclass traffic by directly extending the number-based CAC scheme in multicode CDMA networks, and develop some related mathematical properties. Against the conventional findings, we demonstrate that complete partitioning (CP) of the received signal power at a basestation for each traffic class can be an approach as useful as complete sharing (CS) in accommodating an appropriate number of users. The main advantage of CP scheme over CS scheme is its simplicity in resource management
Jin-Ghoo Choi, Young-June Choi, Saewoong Bahk
IEEE Trans. Wirel. Commun.1
2006 Utility-based downlink power allocation in multicell wireless packet networks
Hyoung-Kyu Lim, Jin-Ghoo Choi, Saewoong Bahk
Comput. Commun.2
2005 Opportunistic scheduling for utility maximization under QoS constraints
abstract
Opportunistic scheduling provides an important capability of resource management for wireless systems by taking advantage of multiuser diversity, allowing delay variation in delivering data packets. Our opportunistic scheduling aims at maximizing the utility which is usually expressed as a function of user throughput. In this paper we derive an off-line optimal scheduling policy by optimization theory, and show that the policy is also optimal in opportunistic scheduling. We extend the scheduling policy by adding QoS requirements for each user. To do so, we classify opportunistic schedulers according to QoS constraints. Their optimalities are also proved through mathematical analysis. To obtain optimal scheduling policy, the parameters related to QoS should be computed, so we propose a practical algorithm for parameter adaptation and verify its performance through simulations. The results confirm that our considered opportunistic schedulers show good fairness performance and guarantee each user's QoS without any difficulty in implementation.
Neung-Hyung Lee, Jin-Ghoo Choi, Saewoong Bahk
PIMRC2
2004 Utility-based downlink power allocation in multicell wireless packet networks
abstract
We introduce a utility-based radio resource management technique for multicell wireless packet networks. Assuming each base station operates to maximize its own cell utility, we try to maximize the system utility which is defined as the sum of each cell utility. By using the downlink transmit power of each base station as a control variable, we formulate a problem of system utility maximization. However, the problem is intractable because it contains non-convex functions, and, accordingly, the complexity is too high. Therefore, we first analyze a simple two-cell problem and take an intuitive approach to find its optimal solution. We extend this intuition to a general multi-cell problem and devise a simple heuristic algorithm that requires a light overhead of signaling between neighboring base stations. Through simulations, we compare, in terms of utility gain, our proposed heuristic algorithm with two competing schemes, optimal power allocation and maximum power allocation. As expected, the optimal allocation scheme shows the best performance but cannot be applied to real multi-cell problems due to its intractable complexity. Our proposed heuristic algorithm has very low complexity and its performance lies between the optimal allocation and maximum allocation schemes.
Hyoung-Kyu Lim, Jin-Ghoo Choi, Saewoong Bahk
GLOBECOM2
2004 Cell Throughput Analysis of the Proportional Fair Scheduling Policy
Jin-Ghoo Choi, Saewoong Bahk
NETWORKING1
2002 Call admission control schemes guaranteeing the frame and call level QoSs in CDMA cellular networks
abstract
CDMA systems have a trade-off relationship between the frame error rate (FER) and the number of accepted users. Therefore, the call admission control (CAC) scheme is essential for guaranteeing the FER below the required value, which is the measure of the quality of service (QoS) in the frame level. In cellular networks, the dropping probability of handoff calls is another critical measure for QoS in the call level. There has been, nevertheless, little concern for CAC schemes guaranteeing these QoS requirements simultaneously in the CDMA cellular networks. In this paper, we propose CAC that track the time-varying capacity of CDMA systems by estimating the distribution of the total received power at a base station, thereby realizing the bandwidth reservation scheme to meet the QoS requirement for handoff calls in the call level.
Jin-Ghoo Choi, Saewoong Bahk
GLOBECOM1
2002 Practical cell-oriented adaptive admission control guaranteeing QoS in wireless multimedia networks
abstract
An important quality-of-service (QoS) issue in wireless multimedia networks is how to control handoff drops. In this paper, we propose admission control algorithms that adaptively control the admission threshold in each cell, in order to keep the handoff dropping probability below a pre-defined level. The admission threshold is dynamically adjusted based on handoff dropping events. We first present a simple admission control scheme which brings out an important performance evaluation criterion - inter-cell fairness - and serves as a reference point. We then investigate the inter-cell unfairness problem and develop two enhanced schemes to overcome this problem. The performance of these protocols is benchmarked and compared with other competitive schemes. The results indicate that our schemes perform very well while, in addition, achieving significantly reduced complexity and signaling load.
Jin-Ghoo Choi, Saewoong Bahk, Kihong Park
GLOBECOM2
2001 Multiclass call admission control in QoS-sensitive CDMA networks
abstract
In this paper, we consider a CDMA cellular network that has signal power as its scare resource and uses the multicode transmission scheme to support multiclass calls with different QoS requirements. By simply extending the number-based scheme to accommodate multiclass traffic, we present a power-based call admission control scheme. Contrary to the general fact that complete sharing (CS) achieves better utilization than complete partitioning (CP), our finding in this paper is somewhat unique. That is, the CP of signal power for each traffic class can accommodate a reasonably high number of users when compared with CS. This result allows us to use CP which is much easier than CS in terms of resource management. By adopting the CP technique for resource reservation in wireless CDMA networks, we can guarantee QoS of calls in terms of handoff drops with minimal complexity.
Jin-Ghoo Choi, Saewoong Bahk
ICC1