• International Journal of Computer Science & Network Security
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• v.24 no.1
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• pp.226-234
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• 2024

The frequent handover problem and playing ping-pong effects in 5G (5th Generation) ultra-dense networking cannot be effectively resolved by the conventional handover decision methods, which rely on the handover thresholds and measurement reports. For instance, millimetre-wave LANs, broadband remote association techniques, and 5G/6G organizations are instances of group of people yet to come frameworks that request greater security, lower idleness, and dependable principles and correspondence limit. One of the critical parts of 5G and 6G innovation is believed to be successful blockage the board. With further developed help quality, it empowers administrator to run many systems administration recreations on a solitary association. To guarantee load adjusting, forestall network cut disappointment, and give substitute cuts in case of blockage or cut frustration, a modern pursuing choices framework to deal with showing up network information is require. Our goal is to balance the strain on BSs while optimizing the value of the information that is transferred from satellites to BSs. Nevertheless, due to their irregular flight characteristic, some satellites frequently cannot establish a connection with Base Stations (BSs), which further complicates the joint satellite-BS connection and channel allocation. SF redistribution techniques based on Deep Reinforcement Learning (DRL) have been devised, taking into account the randomness of the data received by the terminal. In order to predict the best capacity improvements in the wireless instruments of 5G and 6G IoT networks, a hybrid algorithm for deep learning is being used in this study. To control the level of congestion within a 5G/6G network, the suggested approach is put into effect to a training set. With 0.933 accuracy and 0.067 miss rate, the suggested method produced encouraging results.

• Journal of Navigation and Port Research
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• v.44 no.4
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• pp.305-311
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• 2020

Rising sea levels along the coast from global warming causes the increase of wave energy along the coast. This rise in sea levels results in relatively deep water levels, which would incur the loss of sand that had not occurred in the past from erosion in coastal areas. Generally, it has been challenging to protect against coastal erosion, and the slope, cross-sectional shape, and materials are selected for the site conditions depending on the change in external forces. However, the application of counter measures based on insufficient understanding of the phenomenon is causing various damage, indicating the need for technological development and converging technologies to improve credibility. In this study, we developed eco-friendly permeable biopolymer concrete blocks to control the coastal erosion by using the Bio-Coast, an effective porous structure that mitigates the destructive erosion caused by the rising sea levels. The hexagonal design of Bio-Coast was derived from the honeycomb, columnar joints, and clover, which are durable and stable structures in nature, and the design was changed to apply bumps on the Bio-Coast filling in the form of a clover to reduce wave overtopping and run-up. Applying the field condition of beaches on the east coast of Korea, the block weight and size were decided and the prototype blocks were manufactured and are ready for field placement. In particular, it is intended to protect coastal areas from destructive erosion by natural and artificial external forces, and to extend the design to river,s lakes, and natural walking trails, to improve the efficiency of quality control and process control through the use of blocks.

• Proceedings of the Korea Water Resources Association Conference
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• 2004.05b
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• pp.1459-1463
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• 2004

최근 빈번하게 발생하는 기상이변현상의 하나로 발생한 제14호 태풍 "매미"는 한반도 남부지방을 통과하면서 강풍과 해일을 동반하여 해안에서는 해일이 발생하여 평균해수면의 상승과 파의 쳐올림(run up)에 의한 월파량(wave overtopping volume)으로 예상치 못한 침수피해가 속출하였다. 태풍으로 인한 주된 피해로써 특히, 침수피해는 이상고조로 인해 평균수위 상승이 만조와 겹침으로써 기존의 호안, 제방 등의 천단고를 넘어서 파의 쳐올림에 의한 월파량으로 호안 배후지의 침수피해가 발생하게 된다. 이러한 월파현상에서 월파량이 축척되면서 배후지에 축척된 수량에 의해 침수피해가 발생되는 근본적인 원인은 파의 쳐올림의 높이에 비해 호안의 제방 높이가 상대적으로 낮다는 데 있다. 우리나라 매립지의 지반고는 과거에 설계 시공한 인근 매립지의 지반고와 동일한 높이로 하고 있는 데 이러한 개념은 인근 지대와 동일조건을 부여하여 배후지에서 발생할 수 있는 여러 가지 문제점을 해결할 수 있는 장점이 많지만, 이건 설계방범은 해안공학적인 측면이 강조되어 설계되었다기보다 사회 경제적 측면을 강조하여 설계되어 왔기 때문에 이번과 같은 태풍에 대한 방재대책이 될 수 없었던 것이다. 따라서 원만한 방재대책이 수립되기 위해서는 과거의 설계방법을 탈피하여 현지조건을 정확하게 조사한 후 이를 근거로 하는 설계가 요구된다. 본 연구는 해안공학적 측면에 중점을 두고 수행하였다. 첫째로, 태풍 제14호 "매미"의 현황을 파악하여 조석현황과 이상고조, 파고추정의 범위를 결정한다. 또, 부산지방의 피해현장을 조사하여 피해의 유사성을 밝힌다. 둘째로, 송도 매립지 호안 전면에서의 월파현상과 월파량을 검토한다. 셋째로, 대체블록에 대해 간략 계산을 통해 유동성을 검토하였다. 이와 같은 연구과정을 통해 태풍이 내습했을 때 호안 배후지내의 월파량 철상을 2차원 수리모형실험을 통해 재현시켜 검토하고, 월파량을 평가기준으로 축척모형을 해안수리학적인 측면에서 검증하였다. 본 2차원 수리모형실험에서 재현시킨 월파량이 현실적으로 어느 정도의 월파량이 되는지는 계산에 의한 방법으로만 추정할 수 있으며, 여기서는 2차원 수리모형실험을 실시했던 자료를 이용하여 현재까지 알려진 방법으로 몇 가지 경우 즉, 현실적으로 일어날 가능성이 있는 최악의 경우에 대해 계산한 겉과, 동일조건에서 축척이 적을수록 추정 월파량이 많음을 알 수 있었다. 이것은 태풍이 내습하여 현실적으로 발생했던 월파량이 더욱 많았음을 유추할 수 있다. 또한, 태풍과 같은 자연재해, 특히 월파량에 대해 취약한 구조를 가진 호안의 경우 여러 가지 대안 중 인공쇄파대(artifical reef)와 같은 완충지대를 갖는 호안을 축조함으로써 월파량을 감소시키는 대안으로 제시하고자 한다. 본 연구 수행을 통해 태풍 내습시 발생 가능한 자연재해에 대한 사전 방지를 목적으로 태풍피해의 원인을 제시하고 이를 해결하여 현재의 방재대책이 항구적인 방재대책으로 전환될 수 있는 방안 마련의 기초 자료로 활용되기를 기대한다.

• Journal of the Korean Society of Marine Environment & Safety
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• v.26 no.5
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• pp.506-513
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• 2020

Due to climate change, there is an increasing risk of complex (hybrid) disasters, comprising rising sea-levels, typhoons, and torrential rains. This study focuses on Marine City, Busan, a new residential city built on a former landfill site in Suyeong Bay, which recently suffered massive flood damage following a combination of typhoons, storm surges, and wave overtopping and run-up. Preparations for similar complex disasters in future will depend on risk impact assessment and prioritization to establish appropriate countermeasures. A framework was first developed for this study, followed by the collection of data on flood prediction and socioeconomic risk factors. Five socioeconomic risk factors were identified: (1) population density, (2) basement accommodation, (3) building density and design, (4) design of sidewalks, and (5) design of roads. For each factor, absolute criteria were determined with which to assess their level of risk, while expert surveys were consulted to weight each factor. The results were classified into four levels and the risk level was calculated according to the sea-level rise predictions for the year 2100 and a 100-year return period for storm surge and rainfall: Attention 43 %, Caution 24 %, Alert 21 %, and Danger 11 %. Finally, each level, indicated by a different color, was depicted on a complex disaster risk map.

• Journal of the Korean Geographical Society
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• v.29 no.3
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• pp.266-280
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• 1994

Upper-air synoptic data and surface weather elements such as temperature, relative humidity, wind speed, cloud and precipitation were analyzed in some detail to determine the characteristics of Nopsae, a foehn-like surface wind over the Youngsuh region of Central Korea. NOAA AVHRR and GMS images are also referenced to identify the distribution of clouds and precipitation to classify the tpyes of foehn over the study area. The data period examined is from 1982 until 1993 of spring and summer months from March through August. Results of the anaylsis are as follows. Warm and dry air penetration over the Younesuh region has experienced on foehn days occured between March 21 and August 10 during study perion. The mean annual number of foehn the days were 28. Foehn phenomena were prominent during March 21-25, April 5-15, May 25-June 10, and June 26-30 pentads. The intensity of the phenomena can be evaluated as the difference of daily maximum temperature and relative humidity between windward sites and leeward sites. The intensity of daily maximum temperature reached 14.5$^{\circ}C$, but most values were in the range of 5.0-7.5$^{\circ}C$ (61%). Although strong intensity of foehns usually develop in June, it is common that farmers in the region experince more aridity during the foehnday of April and May due to the transplantation of rice seedlings. Long-run foehn are not common phenomena and 55% of foehn terminate in one day, but there is a record that Nopsae persisted up to 9 days continuously. The author identified using the cloud and precipitation data out of NOAA-11, AVHRR and GMS images is that one of them has no precipitation over windward side. The available data and the results of the analysis are somewhat inadequate. Since the results imply that wave phenomenon is potentially important in terms of local surface weather and vertical momentum transport, more detailed theoretical and observational studies are necessary to clarify the mechanism and the impacts of Nopsae.