How can we use sensors to map the streets to check which street has parking?

Expert Solution

Answer:-
Now, we will try to learn About how we can use sensors to map the streets to check which street has parking.
As the number of vehicles continues to grow, parking spaces are at a premium in city streets.
Additionally, due to the lack of knowledge about street parking spaces, heuristic circling the blocks not only costs drivers' time and fuel, but also increases city congestion.
In the wake of recent trend to build convenient, green and energy-efficient smart cities, we rethink common techniques adopted by high-profile smart parking systems, and present a user-engaged (crowdsourcing) and sonar-based prototype to identify urban on-street parking spaces. The prototype includes an ultrasonic sensor, a GPS receiver and associated Arduino micro-controllers.
It is mounted on the passenger side of a car to measure the distance from the vehicle to the nearest roadside obstacle.
Multiple road tests are conducted around Wheatley, Oxford to gather results and emulate the crowdsourcing approach.
By extracting parked vehicles' features from the collected trace, a supervised learning algorithm is developed to estimate roadside parking occupancy and spot illegal parking vehicles.
A quantity estimation model is derived to calculate the required number of sensing units to cover urban streets.
The estimation is quantitatively compared to a fixed sensing solution.
The results show that the crowdsourcing way would need substantially fewer sensors compared to the fixed sensing system.

Thank You...!

venereology answered 7 months ago

What is multicollinearity in regression analysis? Why do we check for this issue? How can we...

What is multicollinearity in regression analysis? Why do we check for this issue? How can we detect multicollinearity? When we suspect multicollinearity, what should we do about it?

Explain how salt can be used to both melt ice on the streets in the winter...

Explain how salt can be used to both melt ice on the streets in the winter and freeze ice cream in an old-fashioned ice cream maker.

How can we use game theory to improve strategic decision-making? How can we use game theory...

How can we use game theory to improve strategic decision-making? How can we use game theory in the construction and/or design of a strategy?

How can we calculate the value of an entire firm? Check all that apply: As all...

How can we calculate the value of an entire firm? Check all that apply: As all future cash inflows minus outflows As all future revenue As the sum of outstanding stocks and liabilities As all future net earnings

How can genetic linkage be used to map disease-associated loci? Use the identification of CFTR as...

How can genetic linkage be used to map disease-associated loci? Use the identification of CFTR as the causative loci for CF via linkage analysis as an example in your answer. GWAS and linkage analysis are both used to map disease-associated loci. Compare and contrast the two techniques. Guys please help me with these two questions. They are linked and Im struggling to find accurate answers.

how can we use cryptography libraries in Python

The basic assumptions is that the company has only one product. How can we use CVP...

The basic assumptions is that the company has only one product. How can we use CVP analysis for a multi-product company? Another basic assumption is that all costs can be classified as either fixed or variable. How can we adapt CVP analysis for situations that have step fixed or curve-linear variable costs?

1. If you suspect that the vehicle tends to oversteer in a corner, which sensors readings would you check to confirm your suspicions?

1. If you suspect that the vehicle tends to oversteer in a corner, which sensors readings would you check to confirm your suspicions? 2. While on a road course, the first driver consistently achieves a lap time of 1 min 23 seconds while the second driver achieves a lap time of 1 min 45 seconds. As the race engineer, how would you coach the second driver to translate logged data into future ontrack gains? Hint: Assume you have a...

You are investigating two sensors to use in an experiment. Sensor A has area 600 ±...

You are investigating two sensors to use in an experiment. Sensor A has area 600 ± 0.3 mm2 and the gap thickness is 0.3 ± 0.01 mm. Sensor B has area 400 ± 0.25 mm2 and the gap thickness is 0.2 ± 0.02 mm. Estimate the relative (hint: this is a %) and absolute uncertainties (hint: this has units of capacitance) in capacitance for both sensors. Your experiment requires that the capacitance is measured accurately within 5%. Which would you...

Explain how we can use phage in daily life

Question