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Kun-Nyeong Chang

dblp:21/1905 · DBLP profile ↗
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5ranked-venue papers
3as first author
0since 2021 · last 2009
—ORCID · none

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

Computer networks · 2 · 1 first-authorArtificial intelligence and machine learning · 1

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
1 paper
Vehicular, aerial and satellite networks · 50% Network optimization and economics · 25% Routing and switching · 25%
Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Vehicular, aerial and satellite networks › satellite communication
DVB-RCS
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004
Network optimization and economics
resource allocation
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004
Vehicular, aerial and satellite networks
satellite networks
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004
Routing and switching
time slot assignment
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004
Mathematical optimization
integer programming
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004
Mathematical optimization › integer programming
nonlinear integer programming
0.012004
A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks · IEEE J. Sel. Areas Commun. 2004

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

simulation · 0.1real-time scheduling algorithm · 0.1
YearPublicationVenuePosition
2009 Individual and group behavior-based customer profile model for personalized product recommendation
You-Jin Park, Kun-Nyeong Chang
Expert Syst. Appl.2
2009 An efficient local predictive method for distributed timeslot allocation in CDMA/TDD
abstract
Slot allocation in a CDMA/TDD cellular network, which decomposes a frame into uplink and downlink slots, is a multi-dimensional optimization problem involving all the cells in the system due to interference between cells. However, the complexity of the problem makes it computationally too expensive to solve simultaneously for all the cells in a system of reasonable size. In this paper, we propose a novel predictive and distributed slot allocation scheme for transporting multimedia traffic over CDMA/TDD cellular networks with multiple cells, designed to maximize a general utility function that is (strictly) concave increasing. We formulate the utility-maximizing slot allocation problem as a nonlinear integer programming problem, and provide a solution that can be realized efficiently in a distributed manner. Also, we derive sufficient conditions for a real-number solution to be optimal and develop an efficient algorithm to find a near-optimal integer solution. The effectiveness of the integer solution is demonstrated by showing that its gap with the optimal solution is small. We show by experiments that the proposed predictive method has a sufficient accuracy when there are many active users in cells. Extensive simulation results show that the proposed distributed slot allocation method performs very well in comparison to an existing method.
Kun-Nyeong Chang, Ki-Dong Lee, Victor C. M. Leung
IEEE Trans. Wirel. Commun.1
2004 A real-time algorithm for timeslot assignment in multirate return channels of interactive satellite multimedia networks
abstract
Since the digital video broadcast-return channel via satellite (DVB-RCS) standard was released in 2000, developing an interactive satellite multimedia (ISM) network has become a hot issue. In order to provide high-speed multimedia services using a DVB-RCS system, it is important to efficiently and dynamically assign the timeslots to a number of terminals according to their various demands. Also, it is imperative to improve the degradation of link quality due to rain-fade attenuation in Ka-band satellite communications. As a result, multirate superframe structures should be implemented for a relatively low data rate at the cost of stable connection to terminals in rain-fade regions and a relatively high data rate to terminals in clear-sky regions. Timeslot scheduling in this environment is studied in this paper. We mathematically formulate the timeslot assignment problem as a nonlinear integer programming problem and develop an efficient real-time solution algorithm. Extensive simulation results show that our algorithm successfully finds a feasible solution with optimality gap less than 0.05% within about 5 ms at Pentium III PC. We believe that our algorithm can be utilized as a guideline in developing real-time timeslot assignment algorithms for ISM networks.
Ki-Dong Lee, Kun-Nyeong Chang
IEEE J. Sel. Areas Commun.2
2003 Capacity of multicell CDMA/shared-TDD system
abstract
The CDMA/shared-TDD system is a highly attractive solution to support the next generation cellular mobile systems which provide unbalanced multimedia services. In this paper, we analyze the interference for downlink, uplink, and crossed timeslots in a multicell CDMA/shared-TDD system. We also mathematically formulate optimal timeslots and channel allocation problem, which is to maximize the system capacity under the given traffic unbalance. Computational experiments show that the capacity of the CDMA/shared-TDD system is larger than that of the pure CDMA/TDD system.
Kun-Nyeong Chang, Ki-Dong Lee
PIMRC1
1996 Call blocking performance of new dynamic channel assignment scheme in microcellular radio networks
abstract
In this paper, we suggest a new dynamic channel assignment scheme with two types of channel allocation strategies, and perform an analysis on the handoff probabilities of handoff and new calls. Our scheme is compared with other existing schemes in terms of three types of blocking probabilities-new call blocking probability, handover blocking probability, and network blocking probability. Simulation results show that our scheme significantly reduces those blocking probabilities over the existing schemes. Furthermore, our scheme has much smaller number of reallocations than other schemes.
Kun-Nyeong Chang, Sehun Kim
PIMRC1