• Journal of the Korea Institute of Information and Communication Engineering
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• v.23 no.2
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• pp.173-178
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• 2019

Recently, the types and amount of data generated, collected, and measured in IoT such as smart home, security, and factory are increasing. The technologies for IoT service include sensor devices to measure desired data, embedded software to control the devices such as signal processing, wireless network protocol to transmit and receive the measured data, and big data and AI-based analysis. In this paper, we focused on developing a gateway for interfacing heterogeneous sensor network protocols that are used in various IoT devices and propose a heterogeneous network interface IoT gateway. We utilized a OpenWrt-based wireless routers and used 6LoWAN stack for IP-based communication via BLE and IEEE 802.15.4 adapters. We developed a software to convert Z-Wave and LoRa packets into IP packet using our Python-based middleware. We expect the IoT gateway to be used as an effective device for collecting IoT big data.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.25 no.12
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• pp.1904-1913
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• 2021

With the proliferation of smart phones and the development of IoT technology, it has become possible to collect personal data for public purposes. However, users are afraid of voluntarily providing their private data due to privacy issues. To remedy this problem, mainly three techniques have been studied: data disturbance, traditional encryption, and homomorphic encryption. In this work, we perform simulations to compare them in terms of accuracy, message length, and computation delay. Experiment results show that the data disturbance method is fast and inaccurate while the traditional encryption method is accurate and slow. Similar to traditional encryption algorithms, the homomorphic encryption algorithm is relatively effective in privacy preserving because it allows computing encrypted data without decryption, but it requires high computation costs as well. However, its main cost, arithmetic operations, can be processed in parallel. Also, data analysis using the homomorphic encryption needs to do decryption only once at any number of data.

• Annual Conference of KIPS
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• 2022.05a
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• pp.124-127
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• 2022

최근 IoT 기술은 가전제품, 웨어러블 디바이스, 친환경 사업등 여러가지 분야에서 사용되고 있고 각 분야의 애플리케이션의 수와 애플리케이션에 연결된 장치 수가 증가함에 따라 엄청난 양의 데이터가 생성되고 있다. 수집된 많은 양의 데이터는 전송과 저장등의 과정을 거쳐야 하지만 현재 각기다른 여러가지 IoT 플랫폼들의 프로토콜들이 존재하고 있어 서로 다른 프로토콜 간의 데이터 전송이나 디바이스 연동이 힘들다는 문제점이 존재하고 있다[1]. 또한 센서로 수집된 데이터들이 중앙 집중식 구조로 저장되기 때문에 이 데이터들을 신뢰할수 있는가에 대한 문제가 존재한다. 이 문제들을 해결하기 위해 이 논문에서는 IoT 플랫폼에서의 서로다른 프로토콜간의 연동과 데이터들의 중앙 집중화 문제를 해결하기 위한 블록체인을 활용한 IoT 플랫폼 인터워킹 프레임워크 모델을 제안하고 이어 결론과 향후 연구방향을 제시한다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.20 no.4
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• pp.728-738
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• 2016

We are currently able to share not only the information from humans but also the data from connected things on the Internet. We are getting close to IoT era because of progress of Information Communication Technology. Therefore, the ways of data transfer are offered between things to things. One of typical way is the HTTP protocol. However, The field of Internet of Things platforms requires more fast and more stable communication protocol to handle massive data. The system supporting HTTP protocol, there is a problem of transmission efficiency in a relatively large header compared to data. also HTTP protocol system overload situations and the problem of data compatibility happens due to each standard of many organizations. Thus, To solve these problems, I suggest the data collection solution based on MQTT protocol for the operation of the stable IoT platforms.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.42 no.4
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• pp.871-878
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• 2017

As the interest of things to the Internet increases, the market of IoT grows larger and devices and protocols related with IoT are evolving.As these IoT devices and protocols evolve, There was a problem with interoperability. As a result, market and standard of IoT are confused, and communication between objects and objects is being hindered by different platforms. Currently, various IoT platforms are being developed and interoperability with heterogeneous platforms is under study, but the protocols used on each platform are limited and designed to have no generalized structure. Therefore, in this paper, we analyze services of HTTP, CoAP, and MQTT protocols, which are typical in the Internet market, and design services that enable selective protocol communication. We also design resources that apply the RESTful API to generalize platform usage. and We implemented the platform through database modeling for quick processing and safety of the collected data. Through this process, devices communicating with different protocols can be interworked on one platform and We propose a "generalized selective protocol based Internet object data collecting platform" that can be applied to various protocols.

• Proceedings of the Korean Information Science Society Conference
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• 2008.06d
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• pp.145-149
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• 2008

센서 네트워크는 수많은 센서 노드로 구성된 센서 필드와 센서 노드로부터 데이터를 수집하는 싱크 노드로 이루어져 있으며, 유비쿼터스에서 중요한 부분을 차지하고 있다. 현재 까지 연구 되어온 센서 네트워크에 대한 연구의 중요한 이슈중 하나는 센서 노드가 제한 자원을 가지기 때문에 한정된 에너지를 최대한으로 사용하여 네트워크의 수명을 연장하는 것이다, 그러나 기존 연구 대부분이 고정된 상태의 싱크 노드를 고려하기 때문에 본 연구에서는 이동성을 가진 싱크노드가 다수가 존재하는 경우 센서 필드에서 수집된 데이터가 이동 싱크 노드까지 끊임없이 전송 될 수 있으며 효율적인 데이터 보급을 제공하는 계층적 라우팅 프로토콜을 제안한다.

• The Journal of the Korea institute of electronic communication sciences
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• v.8 no.11
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• pp.1697-1706
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• 2013

Protocol analyzer is being used to analyze proper processing of CMD & data when developing SD slave IP. In this thesis, a protocol analyzer was developed for analyzing SD protocol in Windows environment using Visual C++. SD protocol analyzer consists of embedded Linux software for storing SD memory data and MFC program for analyzing this. As for protocol analysis, it has been designed to collect data transmitted from SD memory card to host by Linux software for its analysis by MFC. It was found through the experiment that the CMD type could be confirmed that occurs when reading and writing data to SD memory card using the developed board, and debugging the problems that occur was possible.

• The Journal of the Korea Contents Association
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• v.21 no.9
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• pp.42-50
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• 2021

As the Internet environment develops, data-analysis-based applications have been widely and extensively used in the past decade. However, these applications potentially have a privacy problem in that users' personal information may be leaked to unauthorized parties. To tackle such a problem, researchers have suggested several techniques including data perturbation and cryptography. The homomorphic encryption algorithm is a relatively new cryptography technology that allows arithmetic operations for encrypted values as it is without decryption. Since original values are not required, we believe that this method provides better privacy protection than other existing solutions. In this work, we propose to apply a homomorphic encryption algorithm that protects personal information while enabling data analysis.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.14 no.2
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• pp.312-320
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• 2010

Most online monitoring systems of running currently based on the wired network and local area wireless network generate an increase of administrative costs such as synchronization of data protocol conversion, flexible operation of measurement devices and maintenance. To solve this problem, this paper proposes the SMS data transmission protocol which allows multiple data collecting device to manage effectively including implementation method of cdma-based environmental information monitoring system. Also this paper shows operational safety of the proposed protocol and analyzes efficiency of data transfer and operating using SMS.

• Journal of KIISE:Information Networking
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• v.37 no.1
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• pp.50-56
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• 2010

This paper proposes a data gathering method by adapting the mobile sink to prolong the whole operation time of large WSNs. After partitioning a network into several clusters, a mobile sink visits each cluster and collects data from it. An efficient protocol improves the energy efficiency by delivering messages from the mobile sink to the cluster head as well as reduces the data gathering delay, which is the disadvantage of the mobile sink. For the scalability of sensor network, the network architecture should support the multihop transmission in the duster rather than the single hop transmission. The process for the data aggregation linked to the travelling path is proposed to improve the energy consumption of intermediate nodes. The experiment results show that the proposed model is more efficient than legacy methods in the energy consumption and the data gathering time.