Vehicle Collision Avoidance System During Lane Change using Internet-of-Things

Ranjan, Ayush; Sharma, Sachin; Goyal, Himanshu Rai; C, Nithin Kumar K

doi:10.1109/idciot56793.2023.10053502

Cited by 4 publications

(4 citation statements)

References 14 publications

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“…Nitrogencontaining bisphosphonates commonly used in clinical practice include alendronate, risedronate, and zoledronic acid. These drugs inhibit farnesyl pyrophosphate synthase, part of the cellular pathway involving the modification of small GTP-binding proteins [16,[91][92][93]. The osteoclasts affected will undergo apoptosis with this essential pathway inhibited [91][92][93].…”

Section: Bisphosphonatesmentioning

confidence: 99%

“…These drugs inhibit farnesyl pyrophosphate synthase, part of the cellular pathway involving the modification of small GTP-binding proteins [16,[91][92][93]. The osteoclasts affected will undergo apoptosis with this essential pathway inhibited [91][92][93]. Bisphosphonates reduce bone resorption and help maintain bone density, decreasing fracture risk [91][92][93][94].…”

Section: Bisphosphonatesmentioning

confidence: 99%

“…The osteoclasts affected will undergo apoptosis with this essential pathway inhibited [91][92][93]. Bisphosphonates reduce bone resorption and help maintain bone density, decreasing fracture risk [91][92][93][94].…”

Section: Bisphosphonatesmentioning

confidence: 99%

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Mechanisms and Treatment Options for Hyperthyroid-Induced Osteoporosis: A Narrative Review

Branstetter,

Islam,

Toups

et al. 2023

Cureus

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Normal thyroid hormone levels are crucial for the homeostasis of many metabolic cycles and processes throughout the human body. Thyroid dysfunction, such as thyrotoxicosis, can result from many different etiologies, including Graves’ disease (GD), toxic multinodular goiter (MNG), and toxic adenoma. These hyperthyroid disease states can cause devastating complications and disease, including the disruption of the bone remodeling cycle and skeletal development, which can result in osteoporosis. Osteoporosis is characterized by a decrease in bone mineral density and a propensity for fragility fractures. In addition to patients with overt hyperthyroidism, studies have provided evidence of other high-risk patient demographics, such as individuals with subclinical hyperthyroidism and postmenopausal women, who may be at an increased risk for the development of secondary osteoporosis. The treatment of patients with hyperthyroid-induced osteoporosis often requires a multifaceted management plan that may be unique to each patient’s situation. Antithyroid therapy is often the first step in treating this disease and may include thioamide medications. Radioactive iodine-131 therapy (RAI) and the surgical removal of the thyroid gland may also be reasonable approaches for restoring normal thyroid function. Following thyrotoxicosis mitigation, antiresorptive drugs such as bisphosphonates, calcitonin, and selective estrogen receptor modulators (SERMs) may be used to counteract decreased bone mineral density (BMD). Additionally, the implementation of vitamin D, calcium supplements, and weight-bearing exercise may also reduce bone loss. While the effects of thyroid stimulating hormone (TSH) and triiodothyronine (T3) on bone remodeling have been studied in the past, more research is needed to identify unknown mechanisms and develop future improved treatments for this condition.

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Section: Bisphosphonatesmentioning

confidence: 99%

Section: Bisphosphonatesmentioning

confidence: 99%

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Mechanisms and Treatment Options for Hyperthyroid-Induced Osteoporosis: A Narrative Review

Branstetter,

Islam,

Toups

et al. 2023

Cureus

View full text Add to dashboard Cite

show abstract

“…More specifically, the act of changing lanes is regarded as difficult to perform given that the driver must closely monitor the current lane-leading vehicle and the vehicles surrounding it on the target lane, and then embrace appropriate action in response to the competitive or cooperative reactions of those vehicles. As a result, individuals engaged in road active safety view lane changing as an essential functionality that should be carefully incorporated into a smart vehicle [1][2][3][4].…”

Section: Introductionmentioning

confidence: 99%

Safe Data-Driven Lane Change Decision Using Machine Learning in Vehicular Networks

Naja

2023

JSAN

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This research proposes a unique platform for lane change assistance for generating data-driven lane change (LC) decisions in vehicular networks. The goal is to reduce the frequency of emergency braking, the rate of vehicle collisions, and the amount of time spent in risky lanes. In order to analyze and mine the massive amounts of data, our platform uses effective Machine Learning (ML) techniques to forecast collisions and advise the driver to safely change lanes. From the unprocessed large data generated by the car sensors, kinematic information is retrieved, cleaned, and evaluated. Machine learning algorithms analyze this kinematic data and provide an action: either stay in lane or change lanes to the left or right. The model is trained using the ML techniques K-Nearest Neighbor, Artificial Neural Network, and Deep Reinforcement Learning based on a set of training data and focus on predicting driver actions. The proposed solution is validated via extensive simulations using a microscopic car-following mobility model, coupled with an accurate mathematical modelling. Performance analysis show that KNN yields up to best performance parameters. Finally, we draw conclusions for road safety stakeholders to adopt the safer technique to lane change maneuver.

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Automated Traffic Monitoring Control for Improved Visibility On Curve Hilly Road Using Internet-of-Things

Agrawal,

Jain,

Sharma

et al. 2023

2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)

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Vehicle Collision Avoidance System During Lane Change using Internet-of-Things

Cited by 4 publications

References 14 publications

Mechanisms and Treatment Options for Hyperthyroid-Induced Osteoporosis: A Narrative Review

Mechanisms and Treatment Options for Hyperthyroid-Induced Osteoporosis: A Narrative Review

Safe Data-Driven Lane Change Decision Using Machine Learning in Vehicular Networks

Automated Traffic Monitoring Control for Improved Visibility On Curve Hilly Road Using Internet-of-Things

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