In many branches of industry, dimensional measurements have become an important part of the production cycle, in order to check product compliance with specifications. This task is not trivial especially when dealing with large scale dimensional measurements: the bigger the measurement dimensions are the harder is to achieve high accuracies. Nowadays, the problem can be handled using many metrological systems, based on different technologies (optical, mechanical, electromagnetic, etc.). Each of these systems is more or less adequate, depending on measuring conditions, user's experience and skill, or other factors such as time, cost, accuracy, portability. This paper focuses on a new possible approach to large scale dimensional metrology based on Wireless Sensor Networks (WSNs). Advantages and drawbacks of such approach are analysed and deeply discussed. Then the paper briefly presents a recent prototype system -MScMS-II (Mobile Spatial coordinate Measuring System) -which has been developed at the Industrial Metrology and Quality Laboratory of DISPEA -Politecnico di Torino. The system results to be suitable for performing dimensional measurements of large-size objects (sizes on the order of several meters). Due to its distributed nature, the system -based on a wireless network of optical devices -is portable, fully scalable with respect to dimensions and shapes, and easily adaptable to different working environments. Preliminary results of experimental tests, aimed at evaluating system performance as well as research perspectives for further improvements, are discussed.